Overview
Brought to you by YData
Dataset statistics
| Number of variables | 45 |
|---|---|
| Number of observations | 17759 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 16.7 MiB |
| Average record size in memory | 983.9 B |
Variable types
| Numeric | 22 |
|---|---|
| Text | 7 |
| Unsupported | 1 |
| Categorical | 13 |
| DateTime | 2 |
code_status has constant value "Clear" | Constant |
country has constant value "India" | Constant |
iso3 has constant value "IND" | Constant |
country_id has constant value "750" | Constant |
region has constant value "Asia" | Constant |
conflict_name has a high cardinality: 61 distinct values | High cardinality |
dyad_name has a high cardinality: 72 distinct values | High cardinality |
adm_1 is highly overall correlated with latitude and 2 other fields | High correlation |
best is highly overall correlated with high and 1 other fields | High correlation |
conflict_dset_id is highly overall correlated with conflict_name and 6 other fields | High correlation |
conflict_name is highly overall correlated with conflict_dset_id and 14 other fields | High correlation |
conflict_new_id is highly overall correlated with conflict_name and 9 other fields | High correlation |
date_prec is highly overall correlated with event_clarity | High correlation |
deaths_b is highly overall correlated with deaths_civilians and 3 other fields | High correlation |
deaths_civilians is highly overall correlated with conflict_new_id and 7 other fields | High correlation |
dyad_dset_id is highly overall correlated with conflict_dset_id and 7 other fields | High correlation |
dyad_name is highly overall correlated with conflict_dset_id and 14 other fields | High correlation |
dyad_new_id is highly overall correlated with conflict_name and 8 other fields | High correlation |
event_clarity is highly overall correlated with date_prec | High correlation |
high is highly overall correlated with best and 1 other fields | High correlation |
latitude is highly overall correlated with adm_1 and 4 other fields | High correlation |
longitude is highly overall correlated with adm_1 and 4 other fields | High correlation |
low is highly overall correlated with best and 1 other fields | High correlation |
priogrid_gid is highly overall correlated with adm_1 and 4 other fields | High correlation |
side_a is highly overall correlated with conflict_dset_id and 11 other fields | High correlation |
side_a_dset_id is highly overall correlated with conflict_name and 10 other fields | High correlation |
side_a_new_id is highly overall correlated with conflict_name and 10 other fields | High correlation |
side_b is highly overall correlated with conflict_dset_id and 11 other fields | High correlation |
side_b_dset_id is highly overall correlated with conflict_name and 9 other fields | High correlation |
side_b_new_id is highly overall correlated with conflict_dset_id and 9 other fields | High correlation |
type_of_violence is highly overall correlated with conflict_dset_id and 9 other fields | High correlation |
side_a is highly imbalanced (66.7%) | Imbalance |
event_clarity is highly imbalanced (77.6%) | Imbalance |
date_prec is highly imbalanced (73.8%) | Imbalance |
best is highly skewed (γ1 = 61.86834051) | Skewed |
high is highly skewed (γ1 = 56.21144768) | Skewed |
low is highly skewed (γ1 = 62.75181918) | Skewed |
id has unique values | Unique |
relid has unique values | Unique |
year is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
deaths_a has 13506 (76.1%) zeros | Zeros |
deaths_b has 9489 (53.4%) zeros | Zeros |
deaths_civilians has 12408 (69.9%) zeros | Zeros |
deaths_unknown has 17127 (96.4%) zeros | Zeros |
best has 1049 (5.9%) zeros | Zeros |
low has 1463 (8.2%) zeros | Zeros |
Reproduction
| Analysis started | 2025-04-14 14:56:29.279461 |
|---|---|
| Analysis finished | 2025-04-14 14:57:53.757687 |
| Duration | 1 minute and 24.48 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
id
Real number (ℝ)
Unique
| Distinct | 17759 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 148613.11 |
| Minimum | 48692 |
|---|---|
| Maximum | 513563 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 48692 |
|---|---|
| 5-th percentile | 73118.9 |
| Q1 | 87276 |
| median | 92855 |
| Q3 | 143841.5 |
| 95-th percentile | 449327.4 |
| Maximum | 513563 |
| Range | 464871 |
| Interquartile range (IQR) | 56565.5 |
Descriptive statistics
| Standard deviation | 114840.28 |
|---|---|
| Coefficient of variation (CV) | 0.77274664 |
| Kurtosis | 1.7615611 |
| Mean | 148613.11 |
| Median Absolute Deviation (MAD) | 6365 |
| Skewness | 1.7660282 |
| Sum | 2.6392203 × 109 |
| Variance | 1.3188291 × 1010 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 95595 | 1 | < 0.1% |
| 71629 | 1 | < 0.1% |
| 71630 | 1 | < 0.1% |
| 59216 | 1 | < 0.1% |
| 59218 | 1 | < 0.1% |
| 59247 | 1 | < 0.1% |
| 59413 | 1 | < 0.1% |
| 59506 | 1 | < 0.1% |
| 372975 | 1 | < 0.1% |
| 54312 | 1 | < 0.1% |
| Other values (17749) | 17749 |
| Value | Count | Frequency (%) |
| 48692 | 1 | |
| 51770 | 1 | |
| 51771 | 1 | |
| 51775 | 1 | |
| 52043 | 1 | |
| 52167 | 1 | |
| 52172 | 1 | |
| 52194 | 1 | |
| 52201 | 1 | |
| 52247 | 1 |
| Value | Count | Frequency (%) |
| 513563 | 1 | |
| 512138 | 1 | |
| 512136 | 1 | |
| 510017 | 1 | |
| 507351 | 1 | |
| 507349 | 1 | |
| 507347 | 1 | |
| 507331 | 1 | |
| 507321 | 1 | |
| 507318 | 1 |
relid
Text
Unique
| Distinct | 17759 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 21 |
|---|---|
| Median length | 20 |
| Mean length | 17.436849 |
| Min length | 16 |
Unique
| Unique | 17759 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | IND-1989-1-345-0 |
|---|---|
| 2nd row | IND-1990-1-345-0 |
| 3rd row | PAK-1990-1-345-1 |
| 4th row | PAK-1990-1-345-2 |
| 5th row | PAK-1990-1-345-3 |
| Value | Count | Frequency (%) |
| ind-1992-1-345-0 | 1 | < 0.1% |
| ind-1993-2-15181-2 | 1 | < 0.1% |
| ind-1989-1-345-0 | 1 | < 0.1% |
| ind-1990-1-345-0 | 1 | < 0.1% |
| pak-1990-1-345-1 | 1 | < 0.1% |
| pak-1990-1-345-2 | 1 | < 0.1% |
| pak-1990-1-345-3 | 1 | < 0.1% |
| pak-1990-1-345-4 | 1 | < 0.1% |
| pak-1991-1-345-3 | 1 | < 0.1% |
| ind-1991-1-422-1 | 1 | < 0.1% |
| Other values (17749) | 17749 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 71036 | |
| 1 | 37303 | |
| 0 | 32050 | |
| 2 | 27843 | 9.0% |
| 3 | 20081 | 6.5% |
| 5 | 19752 | 6.4% |
| N | 17605 | 5.7% |
| I | 17601 | 5.7% |
| D | 17601 | 5.7% |
| 9 | 14153 | 4.6% |
| Other values (16) | 34636 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 184656 | |
| Dash Punctuation | 71036 | 22.9% |
| Uppercase Letter | 53328 | 17.2% |
| Other Punctuation | 641 | 0.2% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 17605 | |
| I | 17601 | |
| D | 17601 | |
| A | 154 | 0.3% |
| P | 151 | 0.3% |
| K | 151 | 0.3% |
| X | 51 | 0.1% |
| G | 3 | < 0.1% |
| H | 2 | < 0.1% |
| C | 2 | < 0.1% |
| Other values (4) | 7 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 37303 | |
| 0 | 32050 | |
| 2 | 27843 | |
| 3 | 20081 | |
| 5 | 19752 | |
| 9 | 14153 | 7.7% |
| 4 | 9262 | 5.0% |
| 6 | 9230 | 5.0% |
| 7 | 7941 | 4.3% |
| 8 | 7041 | 3.8% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 71036 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 641 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 256333 | |
| Latin | 53328 | 17.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 17605 | |
| I | 17601 | |
| D | 17601 | |
| A | 154 | 0.3% |
| P | 151 | 0.3% |
| K | 151 | 0.3% |
| X | 51 | 0.1% |
| G | 3 | < 0.1% |
| H | 2 | < 0.1% |
| C | 2 | < 0.1% |
| Other values (4) | 7 | < 0.1% |
Common
| Value | Count | Frequency (%) |
| - | 71036 | |
| 1 | 37303 | |
| 0 | 32050 | |
| 2 | 27843 | 10.9% |
| 3 | 20081 | 7.8% |
| 5 | 19752 | 7.7% |
| 9 | 14153 | 5.5% |
| 4 | 9262 | 3.6% |
| 6 | 9230 | 3.6% |
| 7 | 7941 | 3.1% |
| Other values (2) | 7682 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 309661 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 71036 | |
| 1 | 37303 | |
| 0 | 32050 | |
| 2 | 27843 | 9.0% |
| 3 | 20081 | 6.5% |
| 5 | 19752 | 6.4% |
| N | 17605 | 5.7% |
| I | 17601 | 5.7% |
| D | 17601 | 5.7% |
| 9 | 14153 | 4.6% |
| Other values (16) | 34636 |
year
Unsupported
Rejected Unsupported
| Missing | 0 |
|---|---|
| Missing (%) | 0.0% |
| Memory size | 1.1 MiB |
active_year
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2006.0234 |
| Minimum | 1989 |
|---|---|
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 1989 |
|---|---|
| 5-th percentile | 1992 |
| Q1 | 2000 |
| median | 2005 |
| Q3 | 2011 |
| 95-th percentile | 2020 |
| Maximum | 2023 |
| Range | 34 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 7.9812761 |
|---|---|
| Coefficient of variation (CV) | 0.0039786555 |
| Kurtosis | -0.51460214 |
| Mean | 2006.0234 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.14741424 |
| Sum | 35624970 |
| Variance | 63.700769 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 2000 | 1534 | 8.6% |
| 2002 | 1083 | 6.1% |
| 2004 | 997 | 5.6% |
| 2006 | 932 | 5.2% |
| 2003 | 919 | 5.2% |
| 2005 | 910 | 5.1% |
| 2009 | 843 | 4.7% |
| 2010 | 780 | 4.4% |
| 2007 | 727 | 4.1% |
| 2008 | 680 | 3.8% |
| Other values (25) | 8354 |
| Value | Count | Frequency (%) |
| 1989 | 119 | 0.7% |
| 1990 | 333 | |
| 1991 | 221 | |
| 1992 | 240 | |
| 1993 | 331 | |
| 1994 | 244 | |
| 1995 | 226 | |
| 1996 | 177 | |
| 1997 | 277 | |
| 1998 | 386 |
| Value | Count | Frequency (%) |
| 2023 | 214 | |
| 2022 | 266 | |
| 2021 | 277 | |
| 2020 | 389 | |
| 2019 | 354 | |
| 2018 | 479 | |
| 2017 | 400 | |
| 2016 | 419 | |
| 2015 | 321 | |
| 2014 | 400 |
code_status
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| Clear |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Clear |
|---|---|
| 2nd row | Clear |
| 3rd row | Clear |
| 4th row | Clear |
| 5th row | Clear |
Common Values
| Value | Count | Frequency (%) |
| Clear | 17759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| clear | 17759 |
Most occurring characters
| Value | Count | Frequency (%) |
| C | 17759 | |
| l | 17759 | |
| e | 17759 | |
| a | 17759 | |
| r | 17759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71036 | |
| Uppercase Letter | 17759 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 17759 | |
| e | 17759 | |
| a | 17759 | |
| r | 17759 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 88795 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| C | 17759 | |
| l | 17759 | |
| e | 17759 | |
| a | 17759 | |
| r | 17759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88795 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| C | 17759 | |
| l | 17759 | |
| e | 17759 | |
| a | 17759 | |
| r | 17759 |
type_of_violence
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 1.0 | |
|---|---|
| 3.0 | |
| 2.0 | 664 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 12270 | |
| 3.0 | 4825 | 27.2% |
| 2.0 | 664 | 3.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 12270 | |
| 3.0 | 4825 | 27.2% |
| 2.0 | 664 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 12270 | |
| 3 | 4825 | 9.1% |
| 2 | 664 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35518 | |
| Other Punctuation | 17759 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17759 | |
| 1 | 12270 | |
| 3 | 4825 | 13.6% |
| 2 | 664 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53277 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 12270 | |
| 3 | 4825 | 9.1% |
| 2 | 664 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53277 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 12270 | |
| 3 | 4825 | 9.1% |
| 2 | 664 | 1.2% |
conflict_dset_id
Real number (ℝ)
High correlation
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 728.19123 |
| Minimum | 141 |
|---|---|
| Maximum | 15181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 141 |
|---|---|
| 5-th percentile | 195 |
| Q1 | 227 |
| median | 364 |
| Q3 | 364 |
| 95-th percentile | 5289 |
| Maximum | 15181 |
| Range | 15040 |
| Interquartile range (IQR) | 137 |
Descriptive statistics
| Standard deviation | 1911.1417 |
|---|---|
| Coefficient of variation (CV) | 2.6245053 |
| Kurtosis | 27.737404 |
| Mean | 728.19123 |
| Median Absolute Deviation (MAD) | 38 |
| Skewness | 5.187682 |
| Sum | 12931948 |
| Variance | 3652462.7 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 364 | 7173 | |
| 227 | 2344 | 13.2% |
| 325 | 1842 | 10.4% |
| 195 | 1629 | 9.2% |
| 218 | 637 | 3.6% |
| 365 | 526 | 3.0% |
| 347 | 424 | 2.4% |
| 421 | 377 | 2.1% |
| 5512 | 245 | 1.4% |
| 319 | 227 | 1.3% |
| Other values (51) | 2335 | 13.1% |
| Value | Count | Frequency (%) |
| 141 | 137 | 0.8% |
| 143 | 1 | < 0.1% |
| 193 | 53 | 0.3% |
| 194 | 45 | 0.3% |
| 195 | 1629 | |
| 218 | 637 | 3.6% |
| 222 | 1 | < 0.1% |
| 223 | 55 | 0.3% |
| 227 | 2344 | |
| 234 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 15181 | 3 | < 0.1% |
| 13653 | 139 | |
| 12228 | 27 | 0.2% |
| 12175 | 14 | 0.1% |
| 12004 | 21 | 0.1% |
| 11947 | 7 | < 0.1% |
| 11475 | 1 | < 0.1% |
| 11390 | 28 | 0.2% |
| 11342 | 76 | |
| 11286 | 2 | < 0.1% |
conflict_new_id
Real number (ℝ)
High correlation
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 787.95889 |
| Minimum | 218 |
|---|---|
| Maximum | 14003 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 218 |
|---|---|
| 5-th percentile | 227 |
| Q1 | 364 |
| median | 364 |
| Q3 | 499 |
| 95-th percentile | 4679 |
| Maximum | 14003 |
| Range | 13785 |
| Interquartile range (IQR) | 135 |
Descriptive statistics
| Standard deviation | 1912.8514 |
|---|---|
| Coefficient of variation (CV) | 2.4276031 |
| Kurtosis | 28.850751 |
| Mean | 787.95889 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 5.3093754 |
| Sum | 13993362 |
| Variance | 3659000.6 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 364 | 7173 | |
| 227 | 2344 | 13.2% |
| 522 | 1842 | 10.4% |
| 499 | 1629 | 9.2% |
| 218 | 637 | 3.6% |
| 365 | 526 | 3.0% |
| 347 | 424 | 2.4% |
| 421 | 377 | 2.1% |
| 4902 | 245 | 1.4% |
| 519 | 227 | 1.3% |
| Other values (51) | 2335 | 13.1% |
| Value | Count | Frequency (%) |
| 218 | 637 | 3.6% |
| 222 | 1 | < 0.1% |
| 227 | 2344 | 13.2% |
| 251 | 114 | 0.6% |
| 274 | 2 | < 0.1% |
| 335 | 196 | 1.1% |
| 347 | 424 | 2.4% |
| 351 | 214 | 1.2% |
| 364 | 7173 | |
| 365 | 526 | 3.0% |
| Value | Count | Frequency (%) |
| 14003 | 3 | < 0.1% |
| 13653 | 139 | |
| 13230 | 42 | 0.2% |
| 13005 | 1 | < 0.1% |
| 11576 | 27 | 0.2% |
| 11523 | 14 | 0.1% |
| 11475 | 1 | < 0.1% |
| 11361 | 21 | 0.1% |
| 11342 | 76 | |
| 11318 | 7 | < 0.1% |
conflict_name
Categorical
High cardinality High correlation
| Distinct | 61 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 162.7 KiB |
| India: Kashmir | |
|---|---|
| India: Government | |
| Kashmir insurgents - Civilians | |
| CPI-Maoist - Civilians | |
| India - Pakistan | 637 |
| Other values (56) |
Length
| Max length | 59 |
|---|---|
| Median length | 36 |
| Mean length | 17.890309 |
| Min length | 11 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | India - Pakistan |
|---|---|
| 2nd row | India - Pakistan |
| 3rd row | India - Pakistan |
| 4th row | India - Pakistan |
| 5th row | India - Pakistan |
Common Values
| Value | Count | Frequency (%) |
| India: Kashmir | 7173 | |
| India: Government | 2344 | 13.2% |
| Kashmir insurgents - Civilians | 1842 | 10.4% |
| CPI-Maoist - Civilians | 1629 | 9.2% |
| India - Pakistan | 637 | 3.6% |
| India: Assam | 526 | 3.0% |
| India: Manipur | 424 | 2.4% |
| India: Bodoland | 377 | 2.1% |
| Hindus (India) - Muslims (India) | 245 | 1.4% |
| Sikh insurgents - Civilians | 227 | 1.3% |
| Other values (51) | 2335 | 13.1% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| india | 12895 | |
| kashmir | 9015 | |
| 6169 | ||
| civilians | 4825 | 10.7% |
| government | 2483 | 5.5% |
| insurgents | 2069 | 4.6% |
| cpi-maoist | 1629 | 3.6% |
| pakistan | 637 | 1.4% |
| assam | 526 | 1.2% |
| manipur | 424 | 0.9% |
| Other values (68) | 4517 | 10.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 42927 | |
| a | 33196 | 10.4% |
| n | 29490 | 9.3% |
| 27453 | 8.6% | |
| s | 22890 | 7.2% |
| I | 14939 | 4.7% |
| r | 14794 | 4.7% |
| d | 14204 | 4.5% |
| m | 12523 | 3.9% |
| : | 11631 | 3.7% |
| Other values (41) | 93667 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 222055 | |
| Uppercase Letter | 46920 | 14.8% |
| Space Separator | 27453 | 8.6% |
| Other Punctuation | 11845 | 3.7% |
| Dash Punctuation | 8457 | 2.7% |
| Close Punctuation | 492 | 0.2% |
| Open Punctuation | 492 | 0.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 42927 | |
| a | 33196 | |
| n | 29490 | |
| s | 22890 | |
| r | 14794 | 6.7% |
| d | 14204 | 6.4% |
| m | 12523 | 5.6% |
| h | 9698 | 4.4% |
| t | 7678 | 3.5% |
| e | 7640 | 3.4% |
| Other values (13) | 27015 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 14939 | |
| K | 9612 | |
| C | 7110 | |
| P | 2700 | 5.8% |
| M | 2647 | 5.6% |
| G | 2619 | 5.6% |
| N | 1520 | 3.2% |
| S | 1035 | 2.2% |
| A | 976 | 2.1% |
| B | 704 | 1.5% |
| Other values (12) | 3058 | 6.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 11631 | |
| / | 214 | 1.8% |
Space Separator
| Value | Count | Frequency (%) |
| 27453 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 8457 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 492 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 492 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 268975 | |
| Common | 48739 | 15.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 42927 | |
| a | 33196 | |
| n | 29490 | |
| s | 22890 | 8.5% |
| I | 14939 | 5.6% |
| r | 14794 | 5.5% |
| d | 14204 | 5.3% |
| m | 12523 | 4.7% |
| h | 9698 | 3.6% |
| K | 9612 | 3.6% |
| Other values (35) | 64702 |
Common
| Value | Count | Frequency (%) |
| 27453 | ||
| : | 11631 | |
| - | 8457 | 17.4% |
| ) | 492 | 1.0% |
| ( | 492 | 1.0% |
| / | 214 | 0.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 317714 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 42927 | |
| a | 33196 | 10.4% |
| n | 29490 | 9.3% |
| 27453 | 8.6% | |
| s | 22890 | 7.2% |
| I | 14939 | 4.7% |
| r | 14794 | 4.7% |
| d | 14204 | 4.5% |
| m | 12523 | 3.9% |
| : | 11631 | 3.7% |
| Other values (41) | 93667 |
dyad_dset_id
Real number (ℝ)
High correlation
| Distinct | 70 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1066.3109 |
| Minimum | 141 |
|---|---|
| Maximum | 15181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 141 |
|---|---|
| 5-th percentile | 195 |
| Q1 | 363 |
| median | 792 |
| Q3 | 792 |
| 95-th percentile | 5289 |
| Maximum | 15181 |
| Range | 15040 |
| Interquartile range (IQR) | 429 |
Descriptive statistics
| Standard deviation | 2148.9081 |
|---|---|
| Coefficient of variation (CV) | 2.0152734 |
| Kurtosis | 24.038767 |
| Mean | 1066.3109 |
| Median Absolute Deviation (MAD) | 109 |
| Skewness | 4.8496857 |
| Sum | 18936616 |
| Variance | 4617805.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 792 | 7173 | |
| 453 | 2000 | 11.3% |
| 325 | 1842 | 10.4% |
| 195 | 1629 | 9.2% |
| 422 | 637 | 3.6% |
| 793 | 526 | 3.0% |
| 451 | 262 | 1.5% |
| 5512 | 245 | 1.4% |
| 319 | 227 | 1.3% |
| 775 | 214 | 1.2% |
| Other values (60) | 3004 |
| Value | Count | Frequency (%) |
| 141 | 137 | 0.8% |
| 143 | 1 | < 0.1% |
| 193 | 53 | 0.3% |
| 194 | 45 | 0.3% |
| 195 | 1629 | |
| 223 | 55 | 0.3% |
| 234 | 1 | < 0.1% |
| 306 | 61 | 0.3% |
| 307 | 132 | 0.7% |
| 319 | 227 | 1.3% |
| Value | Count | Frequency (%) |
| 15181 | 3 | < 0.1% |
| 14685 | 139 | |
| 14102 | 59 | |
| 12228 | 27 | 0.2% |
| 12175 | 14 | 0.1% |
| 12004 | 21 | 0.1% |
| 11971 | 76 | |
| 11947 | 7 | < 0.1% |
| 11932 | 20 | 0.1% |
| 11390 | 28 | 0.2% |
dyad_new_id
Real number (ℝ)
High correlation
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1277.0482 |
| Minimum | 422 |
|---|---|
| Maximum | 15181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 422 |
|---|---|
| 5-th percentile | 451 |
| Q1 | 792 |
| median | 792 |
| Q3 | 966 |
| 95-th percentile | 5289 |
| Maximum | 15181 |
| Range | 14759 |
| Interquartile range (IQR) | 174 |
Descriptive statistics
| Standard deviation | 2185.2208 |
|---|---|
| Coefficient of variation (CV) | 1.7111499 |
| Kurtosis | 23.366798 |
| Mean | 1277.0482 |
| Median Absolute Deviation (MAD) | 162 |
| Skewness | 4.823511 |
| Sum | 22679099 |
| Variance | 4775190.1 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 792 | 7173 | |
| 453 | 2000 | 11.3% |
| 989 | 1842 | 10.4% |
| 966 | 1629 | 9.2% |
| 422 | 637 | 3.6% |
| 793 | 526 | 3.0% |
| 451 | 262 | 1.5% |
| 5512 | 245 | 1.4% |
| 986 | 227 | 1.3% |
| 775 | 214 | 1.2% |
| Other values (62) | 3004 |
| Value | Count | Frequency (%) |
| 422 | 637 | 3.6% |
| 451 | 262 | 1.5% |
| 452 | 62 | 0.3% |
| 453 | 2000 | |
| 508 | 114 | 0.6% |
| 569 | 2 | < 0.1% |
| 739 | 57 | 0.3% |
| 740 | 114 | 0.6% |
| 768 | 130 | 0.7% |
| 769 | 142 | 0.8% |
| Value | Count | Frequency (%) |
| 15181 | 3 | < 0.1% |
| 14685 | 139 | |
| 14102 | 59 | |
| 14097 | 42 | 0.2% |
| 13782 | 1 | < 0.1% |
| 12228 | 27 | 0.2% |
| 12175 | 14 | 0.1% |
| 12004 | 21 | 0.1% |
| 11971 | 76 | |
| 11947 | 7 | < 0.1% |
dyad_name
Categorical
High cardinality High correlation
| Distinct | 72 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 163.8 KiB |
| Government of India - Kashmir insurgents | |
|---|---|
| Government of India - CPI-Maoist | |
| Kashmir insurgents - Civilians | |
| CPI-Maoist - Civilians | |
| Government of India - Government of Pakistan | 637 |
| Other values (67) |
Length
| Max length | 59 |
|---|---|
| Median length | 44 |
| Mean length | 32.650374 |
| Min length | 11 |
Unique
| Unique | 6 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Government of India - Government of Pakistan |
|---|---|
| 2nd row | Government of India - Government of Pakistan |
| 3rd row | Government of India - Government of Pakistan |
| 4th row | Government of India - Government of Pakistan |
| 5th row | Government of India - Government of Pakistan |
Common Values
| Value | Count | Frequency (%) |
| Government of India - Kashmir insurgents | 7173 | |
| Government of India - CPI-Maoist | 2000 | 11.3% |
| Kashmir insurgents - Civilians | 1842 | 10.4% |
| CPI-Maoist - Civilians | 1629 | 9.2% |
| Government of India - Government of Pakistan | 637 | 3.6% |
| Government of India - ULFA | 526 | 3.0% |
| Government of India - PWG | 262 | 1.5% |
| Hindus (India) - Muslims (India) | 245 | 1.4% |
| Sikh insurgents - Civilians | 227 | 1.3% |
| Government of India - Sikh insurgents | 214 | 1.2% |
| Other values (62) | 3004 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 17903 | ||
| government | 13047 | |
| of | 13047 | |
| india | 12895 | |
| insurgents | 9456 | |
| kashmir | 9015 | |
| civilians | 4825 | 5.4% |
| cpi-maoist | 3629 | 4.0% |
| ulfa | 728 | 0.8% |
| pakistan | 637 | 0.7% |
| Other values (66) | 4586 | 5.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 72032 | ||
| n | 63833 | 11.0% |
| i | 51509 | 8.9% |
| s | 37935 | 6.5% |
| e | 35831 | 6.2% |
| a | 32164 | 5.5% |
| r | 31714 | 5.5% |
| o | 29900 | 5.2% |
| t | 26906 | 4.6% |
| m | 22515 | 3.9% |
| Other values (38) | 175499 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 412195 | |
| Uppercase Letter | 72197 | 12.5% |
| Space Separator | 72032 | 12.4% |
| Dash Punctuation | 22430 | 3.9% |
| Open Punctuation | 492 | 0.1% |
| Close Punctuation | 492 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 63833 | |
| i | 51509 | |
| s | 37935 | |
| e | 35831 | |
| a | 32164 | |
| r | 31714 | |
| o | 29900 | |
| t | 26906 | |
| m | 22515 | 5.5% |
| v | 17884 | 4.3% |
| Other values (12) | 62004 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 17027 | |
| G | 13445 | |
| K | 9551 | |
| C | 9448 | |
| P | 5170 | 7.2% |
| M | 4419 | 6.1% |
| N | 2496 | 3.5% |
| F | 2089 | 2.9% |
| L | 1665 | 2.3% |
| S | 1251 | 1.7% |
| Other values (12) | 5636 | 7.8% |
Space Separator
| Value | Count | Frequency (%) |
| 72032 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 22430 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 492 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 492 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 484392 | |
| Common | 95446 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 63833 | |
| i | 51509 | 10.6% |
| s | 37935 | 7.8% |
| e | 35831 | 7.4% |
| a | 32164 | 6.6% |
| r | 31714 | 6.5% |
| o | 29900 | 6.2% |
| t | 26906 | 5.6% |
| m | 22515 | 4.6% |
| v | 17884 | 3.7% |
| Other values (34) | 134201 |
Common
| Value | Count | Frequency (%) |
| 72032 | ||
| - | 22430 | 23.5% |
| ( | 492 | 0.5% |
| ) | 492 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 579838 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 72032 | ||
| n | 63833 | 11.0% |
| i | 51509 | 8.9% |
| s | 37935 | 6.5% |
| e | 35831 | 6.2% |
| a | 32164 | 5.5% |
| r | 31714 | 5.5% |
| o | 29900 | 5.2% |
| t | 26906 | 4.6% |
| m | 22515 | 3.9% |
| Other values (38) | 175499 |
side_a_dset_id
Real number (ℝ)
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 224.79706 |
| Minimum | 135 |
|---|---|
| Maximum | 5826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 141 |
| median | 141 |
| Q3 | 195 |
| 95-th percentile | 326 |
| Maximum | 5826 |
| Range | 5691 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 372.50768 |
|---|---|
| Coefficient of variation (CV) | 1.6570843 |
| Kurtosis | 144.99255 |
| Mean | 224.79706 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.106284 |
| Sum | 3992171 |
| Variance | 138761.97 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 141 | 12403 | |
| 325 | 1842 | 10.4% |
| 195 | 1629 | 9.2% |
| 858 | 245 | 1.4% |
| 223 | 239 | 1.3% |
| 319 | 227 | 1.3% |
| 326 | 202 | 1.1% |
| 307 | 132 | 0.7% |
| 363 | 124 | 0.7% |
| 1187 | 79 | 0.4% |
| Other values (33) | 637 | 3.6% |
| Value | Count | Frequency (%) |
| 135 | 2 | < 0.1% |
| 141 | 12403 | |
| 143 | 1 | < 0.1% |
| 144 | 2 | < 0.1% |
| 193 | 53 | 0.3% |
| 194 | 45 | 0.3% |
| 195 | 1629 | 9.2% |
| 223 | 239 | 1.3% |
| 224 | 43 | 0.2% |
| 234 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5826 | 42 | |
| 5546 | 1 | < 0.1% |
| 3963 | 21 | 0.1% |
| 3955 | 7 | < 0.1% |
| 3057 | 28 | 0.2% |
| 2922 | 16 | 0.1% |
| 2907 | 3 | < 0.1% |
| 2707 | 1 | < 0.1% |
| 1187 | 79 | |
| 1185 | 4 | < 0.1% |
side_a_new_id
Real number (ℝ)
High correlation
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 224.79706 |
| Minimum | 135 |
|---|---|
| Maximum | 5826 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 135 |
|---|---|
| 5-th percentile | 141 |
| Q1 | 141 |
| median | 141 |
| Q3 | 195 |
| 95-th percentile | 326 |
| Maximum | 5826 |
| Range | 5691 |
| Interquartile range (IQR) | 54 |
Descriptive statistics
| Standard deviation | 372.50768 |
|---|---|
| Coefficient of variation (CV) | 1.6570843 |
| Kurtosis | 144.99255 |
| Mean | 224.79706 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.106284 |
| Sum | 3992171 |
| Variance | 138761.97 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 141 | 12403 | |
| 325 | 1842 | 10.4% |
| 195 | 1629 | 9.2% |
| 858 | 245 | 1.4% |
| 223 | 239 | 1.3% |
| 319 | 227 | 1.3% |
| 326 | 202 | 1.1% |
| 307 | 132 | 0.7% |
| 363 | 124 | 0.7% |
| 1187 | 79 | 0.4% |
| Other values (33) | 637 | 3.6% |
| Value | Count | Frequency (%) |
| 135 | 2 | < 0.1% |
| 141 | 12403 | |
| 143 | 1 | < 0.1% |
| 144 | 2 | < 0.1% |
| 193 | 53 | 0.3% |
| 194 | 45 | 0.3% |
| 195 | 1629 | 9.2% |
| 223 | 239 | 1.3% |
| 224 | 43 | 0.2% |
| 234 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 5826 | 42 | |
| 5546 | 1 | < 0.1% |
| 3963 | 21 | 0.1% |
| 3955 | 7 | < 0.1% |
| 3057 | 28 | 0.2% |
| 2922 | 16 | 0.1% |
| 2907 | 3 | < 0.1% |
| 2707 | 1 | < 0.1% |
| 1187 | 79 | |
| 1185 | 4 | < 0.1% |
side_a
Categorical
High correlation Imbalance
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.9 KiB |
| Government of India | |
|---|---|
| Kashmir insurgents | |
| CPI-Maoist | |
| Hindus (India) | 245 |
| NSCN-IM | 239 |
| Other values (38) |
Length
| Max length | 30 |
|---|---|
| Median length | 19 |
| Mean length | 16.907484 |
| Min length | 2 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Government of India |
|---|---|
| 2nd row | Government of India |
| 3rd row | Government of India |
| 4th row | Government of India |
| 5th row | Government of India |
Common Values
| Value | Count | Frequency (%) |
| Government of India | 12403 | |
| Kashmir insurgents | 1842 | 10.4% |
| CPI-Maoist | 1629 | 9.2% |
| Hindus (India) | 245 | 1.4% |
| NSCN-IM | 239 | 1.3% |
| Sikh insurgents | 227 | 1.3% |
| ULFA | 202 | 1.1% |
| NLFT | 132 | 0.7% |
| NDFB | 124 | 0.7% |
| PLFI | 79 | 0.4% |
| Other values (33) | 637 | 3.6% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| india | 12648 | |
| government | 12408 | |
| of | 12408 | |
| insurgents | 2069 | 4.6% |
| kashmir | 1842 | 4.1% |
| cpi-maoist | 1629 | 3.6% |
| hindus | 245 | 0.5% |
| nscn-im | 239 | 0.5% |
| sikh | 227 | 0.5% |
| ulfa | 202 | 0.4% |
| Other values (43) | 1152 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 42021 | |
| 27310 | 9.1% | |
| e | 27035 | 9.0% |
| o | 26541 | 8.8% |
| i | 18955 | 6.3% |
| r | 16438 | 5.5% |
| a | 16423 | 5.5% |
| t | 16158 | 5.4% |
| I | 14646 | 4.9% |
| m | 14393 | 4.8% |
| Other values (36) | 80340 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 230933 | |
| Uppercase Letter | 39464 | 13.1% |
| Space Separator | 27310 | 9.1% |
| Dash Punctuation | 2059 | 0.7% |
| Open Punctuation | 247 | 0.1% |
| Close Punctuation | 247 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 42021 | |
| e | 27035 | |
| o | 26541 | |
| i | 18955 | |
| r | 16438 | 7.1% |
| a | 16423 | 7.1% |
| t | 16158 | 7.0% |
| m | 14393 | 6.2% |
| d | 12982 | 5.6% |
| v | 12420 | 5.4% |
| Other values (12) | 27567 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 14646 | |
| G | 12461 | |
| C | 2037 | 5.2% |
| K | 1966 | 5.0% |
| M | 1951 | 4.9% |
| P | 1829 | 4.6% |
| N | 903 | 2.3% |
| F | 670 | 1.7% |
| S | 596 | 1.5% |
| L | 442 | 1.1% |
| Other values (10) | 1963 | 5.0% |
Space Separator
| Value | Count | Frequency (%) |
| 27310 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2059 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 247 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 247 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 270397 | |
| Common | 29863 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| n | 42021 | |
| e | 27035 | |
| o | 26541 | |
| i | 18955 | 7.0% |
| r | 16438 | 6.1% |
| a | 16423 | 6.1% |
| t | 16158 | 6.0% |
| I | 14646 | 5.4% |
| m | 14393 | 5.3% |
| d | 12982 | 4.8% |
| Other values (32) | 64805 |
Common
| Value | Count | Frequency (%) |
| 27310 | ||
| - | 2059 | 6.9% |
| ( | 247 | 0.8% |
| ) | 247 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 300260 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| n | 42021 | |
| 27310 | 9.1% | |
| e | 27035 | 9.0% |
| o | 26541 | 8.8% |
| i | 18955 | 6.3% |
| r | 16438 | 5.5% |
| a | 16423 | 5.5% |
| t | 16158 | 5.4% |
| I | 14646 | 4.9% |
| m | 14393 | 4.8% |
| Other values (36) | 80340 |
side_b_dset_id
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3037.4637 |
| Minimum | 141 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 141 |
|---|---|
| 5-th percentile | 193 |
| Q1 | 325 |
| median | 325 |
| Q3 | 9999 |
| 95-th percentile | 9999 |
| Maximum | 9999 |
| Range | 9858 |
| Interquartile range (IQR) | 9674 |
Descriptive statistics
| Standard deviation | 4306.1738 |
|---|---|
| Coefficient of variation (CV) | 1.4176873 |
| Kurtosis | -1.025888 |
| Mean | 3037.4637 |
| Median Absolute Deviation (MAD) | 101 |
| Skewness | 0.97240562 |
| Sum | 53942318 |
| Variance | 18543132 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 325 | 7173 | |
| 9999 | 4825 | |
| 195 | 2000 | 11.3% |
| 142 | 637 | 3.6% |
| 326 | 526 | 3.0% |
| 193 | 269 | 1.5% |
| 859 | 245 | 1.4% |
| 319 | 214 | 1.2% |
| 363 | 202 | 1.1% |
| 224 | 169 | 1.0% |
| Other values (30) | 1499 | 8.4% |
| Value | Count | Frequency (%) |
| 141 | 2 | < 0.1% |
| 142 | 637 | 3.6% |
| 193 | 269 | 1.5% |
| 194 | 62 | 0.3% |
| 195 | 2000 | |
| 223 | 114 | 0.6% |
| 224 | 169 | 1.0% |
| 306 | 57 | 0.3% |
| 307 | 114 | 0.6% |
| 314 | 130 | 0.7% |
| Value | Count | Frequency (%) |
| 9999 | 4825 | |
| 6779 | 3 | < 0.1% |
| 6320 | 139 | 0.8% |
| 5826 | 59 | 0.3% |
| 4044 | 14 | 0.1% |
| 3946 | 20 | 0.1% |
| 3404 | 21 | 0.1% |
| 2939 | 25 | 0.1% |
| 2907 | 27 | 0.2% |
| 2649 | 1 | < 0.1% |
side_b_new_id
Real number (ℝ)
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 321.07484 |
| Minimum | 1 |
|---|---|
| Maximum | 6779 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 319 |
| Q3 | 325 |
| 95-th percentile | 814 |
| Maximum | 6779 |
| Range | 6778 |
| Interquartile range (IQR) | 324 |
Descriptive statistics
| Standard deviation | 708.04273 |
|---|---|
| Coefficient of variation (CV) | 2.2052265 |
| Kurtosis | 53.230757 |
| Mean | 321.07484 |
| Median Absolute Deviation (MAD) | 95 |
| Skewness | 7.023693 |
| Sum | 5701968 |
| Variance | 501324.51 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=40)
| Value | Count | Frequency (%) |
| 325 | 7173 | |
| 1 | 4825 | |
| 195 | 2000 | 11.3% |
| 142 | 637 | 3.6% |
| 326 | 526 | 3.0% |
| 193 | 269 | 1.5% |
| 859 | 245 | 1.4% |
| 319 | 214 | 1.2% |
| 363 | 202 | 1.1% |
| 224 | 169 | 1.0% |
| Other values (30) | 1499 | 8.4% |
| Value | Count | Frequency (%) |
| 1 | 4825 | |
| 141 | 2 | < 0.1% |
| 142 | 637 | 3.6% |
| 193 | 269 | 1.5% |
| 194 | 62 | 0.3% |
| 195 | 2000 | |
| 223 | 114 | 0.6% |
| 224 | 169 | 1.0% |
| 306 | 57 | 0.3% |
| 307 | 114 | 0.6% |
| Value | Count | Frequency (%) |
| 6779 | 3 | < 0.1% |
| 6320 | 139 | |
| 5826 | 59 | |
| 4044 | 14 | 0.1% |
| 3946 | 20 | 0.1% |
| 3404 | 21 | 0.1% |
| 2939 | 25 | 0.1% |
| 2907 | 27 | 0.2% |
| 2649 | 1 | < 0.1% |
| 2430 | 43 | 0.2% |
side_b
Categorical
High correlation
| Distinct | 40 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 159.7 KiB |
| Kashmir insurgents | |
|---|---|
| Civilians | |
| CPI-Maoist | |
| Government of Pakistan | 637 |
| ULFA | 526 |
| Other values (35) |
Length
| Max length | 26 |
|---|---|
| Median length | 22 |
| Mean length | 12.741596 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Government of Pakistan |
|---|---|
| 2nd row | Government of Pakistan |
| 3rd row | Government of Pakistan |
| 4th row | Government of Pakistan |
| 5th row | Government of Pakistan |
Common Values
| Value | Count | Frequency (%) |
| Kashmir insurgents | 7173 | |
| Civilians | 4825 | |
| CPI-Maoist | 2000 | 11.3% |
| Government of Pakistan | 637 | 3.6% |
| ULFA | 526 | 3.0% |
| PWG | 269 | 1.5% |
| Muslims (India) | 245 | 1.4% |
| Sikh insurgents | 214 | 1.2% |
| NDFB | 202 | 1.1% |
| NSCN-K | 169 | 1.0% |
| Other values (30) | 1499 | 8.4% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| insurgents | 7387 | |
| kashmir | 7173 | |
| civilians | 4825 | |
| cpi-maoist | 2000 | 7.4% |
| government | 639 | 2.4% |
| of | 639 | 2.4% |
| pakistan | 637 | 2.4% |
| ulfa | 526 | 2.0% |
| ndfb | 305 | 1.1% |
| pwg | 269 | 1.0% |
| Other values (36) | 2540 | 9.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 32554 | |
| s | 29920 | |
| n | 21812 | 9.6% |
| a | 15741 | 7.0% |
| r | 15276 | 6.8% |
| t | 10748 | 4.7% |
| 9181 | 4.1% | |
| e | 8796 | 3.9% |
| m | 8122 | 3.6% |
| u | 7674 | 3.4% |
| Other values (33) | 66454 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 181262 | |
| Uppercase Letter | 32733 | 14.5% |
| Space Separator | 9181 | 4.1% |
| Dash Punctuation | 2612 | 1.2% |
| Close Punctuation | 245 | 0.1% |
| Open Punctuation | 245 | 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 7585 | |
| C | 7411 | |
| P | 3341 | |
| M | 2468 | 7.5% |
| I | 2381 | 7.3% |
| N | 1593 | 4.9% |
| F | 1419 | 4.3% |
| L | 1223 | 3.7% |
| G | 984 | 3.0% |
| U | 882 | 2.7% |
| Other values (10) | 3446 |
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 32554 | |
| s | 29920 | |
| n | 21812 | |
| a | 15741 | |
| r | 15276 | |
| t | 10748 | 5.9% |
| e | 8796 | 4.9% |
| m | 8122 | 4.5% |
| u | 7674 | 4.2% |
| g | 7438 | 4.1% |
| Other values (9) | 23181 |
Space Separator
| Value | Count | Frequency (%) |
| 9181 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2612 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 245 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 245 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 213995 | |
| Common | 12283 | 5.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 32554 | |
| s | 29920 | |
| n | 21812 | 10.2% |
| a | 15741 | 7.4% |
| r | 15276 | 7.1% |
| t | 10748 | 5.0% |
| e | 8796 | 4.1% |
| m | 8122 | 3.8% |
| u | 7674 | 3.6% |
| K | 7585 | 3.5% |
| Other values (29) | 55767 |
Common
| Value | Count | Frequency (%) |
| 9181 | ||
| - | 2612 | 21.3% |
| ) | 245 | 2.0% |
| ( | 245 | 2.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 226278 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 32554 | |
| s | 29920 | |
| n | 21812 | 9.6% |
| a | 15741 | 7.0% |
| r | 15276 | 6.8% |
| t | 10748 | 4.7% |
| 9181 | 4.1% | |
| e | 8796 | 3.9% |
| m | 8122 | 3.6% |
| u | 7674 | 3.4% |
| Other values (33) | 66454 |
number_of_sources
Real number (ℝ)
| Distinct | 18 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12421871 |
| Minimum | -1 |
|---|---|
| Maximum | 25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 9639 |
| Negative (%) | 54.3% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | -1 |
| median | -1 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 25 |
| Range | 26 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.4440805 |
|---|---|
| Coefficient of variation (CV) | 11.625306 |
| Kurtosis | 15.314054 |
| Mean | 0.12421871 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.1690167 |
| Sum | 2206 |
| Variance | 2.0853685 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| -1 | 9639 | |
| 1 | 6006 | |
| 2 | 1345 | 7.6% |
| 3 | 441 | 2.5% |
| 4 | 154 | 0.9% |
| 5 | 64 | 0.4% |
| 6 | 44 | 0.2% |
| 7 | 23 | 0.1% |
| 10 | 9 | 0.1% |
| 9 | 9 | 0.1% |
| Other values (8) | 25 | 0.1% |
| Value | Count | Frequency (%) |
| -1 | 9639 | |
| 1 | 6006 | |
| 2 | 1345 | 7.6% |
| 3 | 441 | 2.5% |
| 4 | 154 | 0.9% |
| 5 | 64 | 0.4% |
| 6 | 44 | 0.2% |
| 7 | 23 | 0.1% |
| 8 | 8 | < 0.1% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 14 | 2 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 8 | |
| 10 | 9 | |
| 9 | 9 | |
| 8 | 8 |
source_article
Text
| Distinct | 11027 |
|---|---|
| Distinct (%) | 62.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 2.7 MiB |
Length
| Max length | 2665 |
|---|---|
| Median length | 707 |
| Mean length | 90.444901 |
| Min length | 11 |
Unique
| Unique | 8686 ? |
|---|---|
| Unique (%) | 48.9% |
Sample
| 1st row | AGGREGATION |
|---|---|
| 2nd row | AGGREGATION |
| 3rd row | Reuters 13/4 1990 |
| 4th row | Reuters 21/4 1990, 22/4 1990 |
| 5th row | Reuters 6/5 1990 |
| Value | Count | Frequency (%) |
| in | 13085 | 6.3% |
| of | 7510 | 3.6% |
| killed | 7506 | 3.6% |
| trust | 5866 | 2.8% |
| press | 4850 | 2.3% |
| kashmir | 4724 | 2.3% |
| satp | 4067 | 2.0% |
| india | 3292 | 1.6% |
| timeline | 3117 | 1.5% |
| militants | 2772 | 1.3% |
| Other values (17781) | 149972 |
Most occurring characters
| Value | Count | Frequency (%) |
| 192335 | 12.0% | |
| i | 99101 | 6.2% |
| e | 94928 | 5.9% |
| s | 79054 | 4.9% |
| a | 75075 | 4.7% |
| n | 70964 | 4.4% |
| r | 69030 | 4.3% |
| t | 63567 | 4.0% |
| 0 | 53987 | 3.4% |
| o | 49643 | 3.1% |
| Other values (88) | 758527 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 883826 | |
| Uppercase Letter | 201003 | 12.5% |
| Space Separator | 192335 | 12.0% |
| Decimal Number | 179425 | 11.2% |
| Other Punctuation | 97206 | 6.1% |
| Dash Punctuation | 37340 | 2.3% |
| Close Punctuation | 6757 | 0.4% |
| Open Punctuation | 6744 | 0.4% |
| Control | 1159 | 0.1% |
| Final Punctuation | 173 | < 0.1% |
| Other values (6) | 243 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 99101 | |
| e | 94928 | |
| s | 79054 | 8.9% |
| a | 75075 | 8.5% |
| n | 70964 | 8.0% |
| r | 69030 | 7.8% |
| t | 63567 | 7.2% |
| o | 49643 | 5.6% |
| l | 48386 | 5.5% |
| d | 36038 | 4.1% |
| Other values (17) | 198040 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 28731 | |
| P | 22816 | |
| A | 20680 | |
| I | 19684 | 9.8% |
| S | 17201 | 8.6% |
| K | 10003 | 5.0% |
| N | 8815 | 4.4% |
| M | 8452 | 4.2% |
| B | 7591 | 3.8% |
| C | 7417 | 3.7% |
| Other values (16) | 49613 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 33404 | |
| " | 29559 | |
| . | 12120 | 12.5% |
| / | 8934 | 9.2% |
| : | 6031 | 6.2% |
| ; | 4186 | 4.3% |
| ' | 1625 | 1.7% |
| & | 1311 | 1.3% |
| ? | 14 | < 0.1% |
| % | 12 | < 0.1% |
| Other values (3) | 10 | < 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 53987 | |
| 2 | 38850 | |
| 1 | 33947 | |
| 9 | 12960 | 7.2% |
| 3 | 9160 | 5.1% |
| 4 | 7115 | 4.0% |
| 8 | 6400 | 3.6% |
| 5 | 5983 | 3.3% |
| 6 | 5565 | 3.1% |
| 7 | 5458 | 3.0% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 37334 | |
| – | 5 | < 0.1% |
| — | 1 | < 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| = | 5 | |
| | | 5 | |
| + | 1 | 9.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 6713 | |
| ] | 44 | 0.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 6698 | |
| [ | 46 | 0.7% |
Control
| Value | Count | Frequency (%) |
| 1064 | ||
| 95 | 8.2% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 163 | |
| ” | 10 | 5.8% |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 57 | |
| “ | 11 | 16.2% |
Modifier Symbol
| Value | Count | Frequency (%) |
| ` | 12 | |
| ´ | 2 | 14.3% |
Space Separator
| Value | Count | Frequency (%) |
| 192335 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 148 |
Currency Symbol
| Value | Count | Frequency (%) |
| € | 1 |
Other Symbol
| Value | Count | Frequency (%) |
| ™ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1084829 | |
| Common | 521382 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 99101 | 9.1% |
| e | 94928 | 8.8% |
| s | 79054 | 7.3% |
| a | 75075 | 6.9% |
| n | 70964 | 6.5% |
| r | 69030 | 6.4% |
| t | 63567 | 5.9% |
| o | 49643 | 4.6% |
| l | 48386 | 4.5% |
| d | 36038 | 3.3% |
| Other values (43) | 399043 |
Common
| Value | Count | Frequency (%) |
| 192335 | ||
| 0 | 53987 | 10.4% |
| 2 | 38850 | 7.5% |
| - | 37334 | 7.2% |
| 1 | 33947 | 6.5% |
| , | 33404 | 6.4% |
| " | 29559 | 5.7% |
| 9 | 12960 | 2.5% |
| . | 12120 | 2.3% |
| 3 | 9160 | 1.8% |
| Other values (35) | 67726 | 13.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1605953 | |
| Punctuation | 253 | < 0.1% |
| None | 3 | < 0.1% |
| Currency Symbols | 1 | < 0.1% |
| Letterlike Symbols | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 192335 | 12.0% | |
| i | 99101 | 6.2% |
| e | 94928 | 5.9% |
| s | 79054 | 4.9% |
| a | 75075 | 4.7% |
| n | 70964 | 4.4% |
| r | 69030 | 4.3% |
| t | 63567 | 4.0% |
| 0 | 53987 | 3.4% |
| o | 49643 | 3.1% |
| Other values (77) | 758269 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 163 | |
| ‘ | 57 | 22.5% |
| “ | 11 | 4.3% |
| ” | 10 | 4.0% |
| … | 6 | 2.4% |
| – | 5 | 2.0% |
| — | 1 | 0.4% |
None
| Value | Count | Frequency (%) |
| ´ | 2 | |
| â | 1 |
Currency Symbols
| Value | Count | Frequency (%) |
| € | 1 |
Letterlike Symbols
| Value | Count | Frequency (%) |
| ™ | 1 |
source_original
Text
| Distinct | 1860 |
|---|---|
| Distinct (%) | 10.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.3 MiB |
Length
| Max length | 1350 |
|---|---|
| Median length | 183 |
| Mean length | 11.126358 |
| Min length | 2 |
Unique
| Unique | 1493 ? |
|---|---|
| Unique (%) | 8.4% |
Sample
| 1st row | AGGREGATION EVENT |
|---|---|
| 2nd row | AGGREGATION EVENT |
| 3rd row | United News of India |
| 4th row | Press Trust of India |
| 5th row | Indian officials |
| Value | Count | Frequency (%) |
| police | 6459 | |
| satp | 3957 | |
| unknown | 2807 | 9.5% |
| official | 1850 | 6.3% |
| spokesman | 1355 | 4.6% |
| officials | 1351 | 4.6% |
| sources | 1071 | 3.6% |
| of | 663 | 2.2% |
| army | 609 | 2.1% |
| defence | 347 | 1.2% |
| Other values (1632) | 9125 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 17447 | 8.8% |
| i | 17347 | 8.8% |
| e | 15692 | 7.9% |
| n | 14850 | 7.5% |
| c | 12359 | 6.3% |
| 11833 | 6.0% | |
| l | 11323 | 5.7% |
| a | 10254 | 5.2% |
| s | 9841 | 5.0% |
| f | 8070 | 4.1% |
| Other values (72) | 68577 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 154343 | |
| Uppercase Letter | 28288 | 14.3% |
| Space Separator | 11833 | 6.0% |
| Other Punctuation | 1779 | 0.9% |
| Open Punctuation | 442 | 0.2% |
| Close Punctuation | 441 | 0.2% |
| Control | 201 | 0.1% |
| Dash Punctuation | 195 | 0.1% |
| Decimal Number | 66 | < 0.1% |
| Final Punctuation | 5 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 17447 | |
| i | 17347 | |
| e | 15692 | |
| n | 14850 | |
| c | 12359 | |
| l | 11323 | 7.3% |
| a | 10254 | 6.6% |
| s | 9841 | 6.4% |
| f | 8070 | 5.2% |
| p | 7941 | 5.1% |
| Other values (16) | 29219 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 5816 | |
| S | 5029 | |
| A | 4430 | |
| T | 4260 | |
| U | 2890 | |
| I | 904 | 3.2% |
| D | 634 | 2.2% |
| O | 615 | 2.2% |
| G | 491 | 1.7% |
| K | 415 | 1.5% |
| Other values (16) | 2804 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1135 | |
| . | 273 | 15.3% |
| ; | 127 | 7.1% |
| / | 115 | 6.5% |
| ' | 63 | 3.5% |
| " | 41 | 2.3% |
| : | 9 | 0.5% |
| & | 6 | 0.3% |
| ! | 6 | 0.3% |
| ? | 4 | 0.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 18 | |
| 2 | 14 | |
| 0 | 12 | |
| 8 | 6 | 9.1% |
| 4 | 5 | 7.6% |
| 3 | 4 | 6.1% |
| 9 | 3 | 4.5% |
| 6 | 2 | 3.0% |
| 7 | 1 | 1.5% |
| 5 | 1 | 1.5% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 433 | |
| ] | 8 | 1.8% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 433 | |
| [ | 9 | 2.0% |
Control
| Value | Count | Frequency (%) |
| 200 | ||
| 1 | 0.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 193 | |
| – | 2 | 1.0% |
Space Separator
| Value | Count | Frequency (%) |
| 11833 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 5 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 182631 | |
| Common | 14962 | 7.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 17447 | 9.6% |
| i | 17347 | 9.5% |
| e | 15692 | 8.6% |
| n | 14850 | 8.1% |
| c | 12359 | 6.8% |
| l | 11323 | 6.2% |
| a | 10254 | 5.6% |
| s | 9841 | 5.4% |
| f | 8070 | 4.4% |
| p | 7941 | 4.3% |
| Other values (42) | 57507 |
Common
| Value | Count | Frequency (%) |
| 11833 | ||
| , | 1135 | 7.6% |
| ) | 433 | 2.9% |
| ( | 433 | 2.9% |
| . | 273 | 1.8% |
| 200 | 1.3% | |
| - | 193 | 1.3% |
| ; | 127 | 0.8% |
| / | 115 | 0.8% |
| ' | 63 | 0.4% |
| Other values (20) | 157 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 197586 | |
| Punctuation | 7 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 17447 | 8.8% |
| i | 17347 | 8.8% |
| e | 15692 | 7.9% |
| n | 14850 | 7.5% |
| c | 12359 | 6.3% |
| 11833 | 6.0% | |
| l | 11323 | 5.7% |
| a | 10254 | 5.2% |
| s | 9841 | 5.0% |
| f | 8070 | 4.1% |
| Other values (70) | 68570 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 5 | |
| – | 2 | 28.6% |
where_prec
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.2008559 |
| Minimum | 1 |
|---|---|
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.0582895 |
|---|---|
| Coefficient of variation (CV) | 0.48085362 |
| Kurtosis | -0.23049334 |
| Mean | 2.2008559 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.56596025 |
| Sum | 39085 |
| Variance | 1.1199767 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 1 | 5688 | |
| 3 | 5241 | |
| 2 | 5090 | |
| 4 | 1228 | 6.9% |
| 5 | 491 | 2.8% |
| 6 | 20 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1 | 5688 | |
| 2 | 5090 | |
| 3 | 5241 | |
| 4 | 1228 | 6.9% |
| 5 | 491 | 2.8% |
| 6 | 20 | 0.1% |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 6 | 20 | 0.1% |
| 5 | 491 | 2.8% |
| 4 | 1228 | 6.9% |
| 3 | 5241 | |
| 2 | 5090 | |
| 1 | 5688 |
| Distinct | 4799 |
|---|---|
| Distinct (%) | 27.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 61 |
|---|---|
| Median length | 51 |
| Mean length | 16.861141 |
| Min length | 3 |
Unique
| Unique | 3277 ? |
|---|---|
| Unique (%) | 18.5% |
Sample
| 1st row | LoC |
|---|---|
| 2nd row | LoC |
| 3rd row | LoC |
| 4th row | Poonch district |
| 5th row | LoC |
| Value | Count | Frequency (%) |
| village | 6087 | 14.7% |
| district | 5357 | 13.0% |
| town | 3874 | 9.4% |
| state | 1229 | 3.0% |
| sub-district | 943 | 2.3% |
| kashmir | 822 | 2.0% |
| srinagar | 745 | 1.8% |
| jammu | 658 | 1.6% |
| and | 603 | 1.5% |
| kupwara | 451 | 1.1% |
| Other values (4823) | 20527 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 38395 | 12.8% |
| i | 28102 | 9.4% |
| 23543 | 7.9% | |
| t | 23198 | 7.7% |
| r | 20462 | 6.8% |
| l | 18407 | 6.1% |
| n | 13374 | 4.5% |
| e | 12221 | 4.1% |
| s | 12139 | 4.1% |
| d | 11036 | 3.7% |
| Other values (61) | 98560 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 251168 | |
| Space Separator | 23543 | 7.9% |
| Uppercase Letter | 22379 | 7.5% |
| Dash Punctuation | 1271 | 0.4% |
| Other Punctuation | 880 | 0.3% |
| Decimal Number | 115 | < 0.1% |
| Close Punctuation | 39 | < 0.1% |
| Open Punctuation | 39 | < 0.1% |
| Control | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 38395 | |
| i | 28102 | |
| t | 23198 | 9.2% |
| r | 20462 | 8.1% |
| l | 18407 | 7.3% |
| n | 13374 | 5.3% |
| e | 12221 | 4.9% |
| s | 12139 | 4.8% |
| d | 11036 | 4.4% |
| o | 10979 | 4.4% |
| Other values (18) | 62855 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 3422 | |
| B | 2413 | |
| S | 2359 | |
| P | 1866 | 8.3% |
| D | 1326 | 5.9% |
| A | 1168 | 5.2% |
| M | 1165 | 5.2% |
| G | 1153 | 5.2% |
| T | 1093 | 4.9% |
| C | 1031 | 4.6% |
| Other values (16) | 5383 |
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 26 | |
| 4 | 22 | |
| 5 | 19 | |
| 8 | 17 | |
| 0 | 13 | |
| 3 | 6 | 5.2% |
| 9 | 5 | 4.3% |
| 2 | 4 | 3.5% |
| 1 | 3 | 2.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 831 | |
| . | 29 | 3.3% |
| / | 20 | 2.3% |
Space Separator
| Value | Count | Frequency (%) |
| 23543 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1271 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 39 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 39 |
Control
| Value | Count | Frequency (%) |
| 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 273547 | |
| Common | 25890 | 8.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 38395 | |
| i | 28102 | 10.3% |
| t | 23198 | 8.5% |
| r | 20462 | 7.5% |
| l | 18407 | 6.7% |
| n | 13374 | 4.9% |
| e | 12221 | 4.5% |
| s | 12139 | 4.4% |
| d | 11036 | 4.0% |
| o | 10979 | 4.0% |
| Other values (44) | 85234 |
Common
| Value | Count | Frequency (%) |
| 23543 | ||
| - | 1271 | 4.9% |
| , | 831 | 3.2% |
| ) | 39 | 0.2% |
| ( | 39 | 0.2% |
| . | 29 | 0.1% |
| 7 | 26 | 0.1% |
| 4 | 22 | 0.1% |
| / | 20 | 0.1% |
| 5 | 19 | 0.1% |
| Other values (7) | 51 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 299423 | |
| None | 14 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 38395 | 12.8% |
| i | 28102 | 9.4% |
| 23543 | 7.9% | |
| t | 23198 | 7.7% |
| r | 20462 | 6.8% |
| l | 18407 | 6.1% |
| n | 13374 | 4.5% |
| e | 12221 | 4.1% |
| s | 12139 | 4.1% |
| d | 11036 | 3.7% |
| Other values (59) | 98546 |
None
| Value | Count | Frequency (%) |
| ā | 12 | |
| ī | 2 | 14.3% |
| Distinct | 14281 |
|---|---|
| Distinct (%) | 80.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.9 MiB |
Length
| Max length | 14898 |
|---|---|
| Median length | 346 |
| Mean length | 45.269216 |
| Min length | 3 |
Unique
| Unique | 13612 ? |
|---|---|
| Unique (%) | 76.6% |
Sample
| 1st row | India - Pakistan border |
|---|---|
| 2nd row | India - Pakistan border |
| 3rd row | Kashmir no-man's-land |
| 4th row | Baglairdara |
| 5th row | Kashmir no-man's-land |
| Value | Count | Frequency (%) |
| in | 9559 | 8.0% |
| district | 9266 | 7.7% |
| of | 7119 | 5.9% |
| village | 4179 | 3.5% |
| the | 3800 | 3.2% |
| area | 3547 | 3.0% |
| near | 2173 | 1.8% |
| police | 1889 | 1.6% |
| station | 1720 | 1.4% |
| under | 1688 | 1.4% |
| Other values (14285) | 74913 |
Most occurring characters
| Value | Count | Frequency (%) |
| 102508 | ||
| a | 92338 | 11.5% |
| i | 66250 | 8.2% |
| r | 56243 | 7.0% |
| t | 50790 | 6.3% |
| n | 43771 | 5.4% |
| e | 40277 | 5.0% |
| o | 38052 | 4.7% |
| s | 30499 | 3.8% |
| l | 29062 | 3.6% |
| Other values (82) | 254146 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 616310 | |
| Space Separator | 102552 | 12.8% |
| Uppercase Letter | 60898 | 7.6% |
| Other Punctuation | 9538 | 1.2% |
| Decimal Number | 5470 | 0.7% |
| Close Punctuation | 2648 | 0.3% |
| Open Punctuation | 2645 | 0.3% |
| Control | 1972 | 0.2% |
| Dash Punctuation | 1823 | 0.2% |
| Final Punctuation | 62 | < 0.1% |
| Other values (4) | 18 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 92338 | |
| i | 66250 | |
| r | 56243 | 9.1% |
| t | 50790 | 8.2% |
| n | 43771 | 7.1% |
| e | 40277 | 6.5% |
| o | 38052 | 6.2% |
| s | 30499 | 4.9% |
| l | 29062 | 4.7% |
| h | 26391 | 4.3% |
| Other values (17) | 142637 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 7172 | |
| K | 7125 | |
| S | 5901 | 9.7% |
| B | 5402 | 8.9% |
| P | 5038 | 8.3% |
| A | 3594 | 5.9% |
| C | 3174 | 5.2% |
| M | 3106 | 5.1% |
| N | 2458 | 4.0% |
| G | 2434 | 4.0% |
| Other values (16) | 15494 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5587 | |
| . | 2311 | |
| ' | 773 | 8.1% |
| / | 215 | 2.3% |
| " | 212 | 2.2% |
| : | 198 | 2.1% |
| & | 110 | 1.2% |
| ? | 66 | 0.7% |
| ; | 60 | 0.6% |
| … | 5 | 0.1% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1416 | |
| 5 | 845 | |
| 1 | 644 | |
| 2 | 625 | |
| 3 | 477 | 8.7% |
| 4 | 465 | 8.5% |
| 7 | 316 | 5.8% |
| 8 | 255 | 4.7% |
| 6 | 255 | 4.7% |
| 9 | 172 | 3.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1821 | |
| — | 1 | 0.1% |
| – | 1 | 0.1% |
Math Symbol
| Value | Count | Frequency (%) |
| = | 10 | |
| < | 1 | 8.3% |
| ~ | 1 | 8.3% |
Space Separator
| Value | Count | Frequency (%) |
| 102508 | ||
| 44 | < 0.1% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2549 | |
| ] | 99 | 3.7% |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2545 | |
| [ | 100 | 3.8% |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 61 | |
| ” | 1 | 1.6% |
Control
| Value | Count | Frequency (%) |
| 1972 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 3 |
Modifier Symbol
| Value | Count | Frequency (%) |
| ¨ | 2 |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 677208 | |
| Common | 126728 | 15.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 92338 | |
| i | 66250 | 9.8% |
| r | 56243 | 8.3% |
| t | 50790 | 7.5% |
| n | 43771 | 6.5% |
| e | 40277 | 5.9% |
| o | 38052 | 5.6% |
| s | 30499 | 4.5% |
| l | 29062 | 4.3% |
| h | 26391 | 3.9% |
| Other values (43) | 203535 |
Common
| Value | Count | Frequency (%) |
| 102508 | ||
| , | 5587 | 4.4% |
| ) | 2549 | 2.0% |
| ( | 2545 | 2.0% |
| . | 2311 | 1.8% |
| 1972 | 1.6% | |
| - | 1821 | 1.4% |
| 0 | 1416 | 1.1% |
| 5 | 845 | 0.7% |
| ' | 773 | 0.6% |
| Other values (29) | 4401 | 3.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 803819 | |
| Punctuation | 70 | < 0.1% |
| None | 47 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 102508 | ||
| a | 92338 | 11.5% |
| i | 66250 | 8.2% |
| r | 56243 | 7.0% |
| t | 50790 | 6.3% |
| n | 43771 | 5.4% |
| e | 40277 | 5.0% |
| o | 38052 | 4.7% |
| s | 30499 | 3.8% |
| l | 29062 | 3.6% |
| Other values (73) | 254029 |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 61 | |
| … | 5 | 7.1% |
| — | 1 | 1.4% |
| ‘ | 1 | 1.4% |
| – | 1 | 1.4% |
| ” | 1 | 1.4% |
None
| Value | Count | Frequency (%) |
| 44 | ||
| ¨ | 2 | 4.3% |
| å | 1 | 2.1% |
adm_1
Categorical
High correlation
| Distinct | 33 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Jammu and Kashmir state | |
|---|---|
| Assam state | |
| Chhattisgarh state | |
| Jharkhand state | 679 |
| Manipur state | 634 |
| Other values (28) |
Length
| Max length | 29 |
|---|---|
| Median length | 23 |
| Mean length | 19.128498 |
| Min length | 7 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Jammu and Kashmir state |
| 5th row | Unknown |
Common Values
| Value | Count | Frequency (%) |
| Jammu and Kashmir state | 9616 | |
| Assam state | 1581 | 8.9% |
| Chhattisgarh state | 1443 | 8.1% |
| Jharkhand state | 679 | 3.8% |
| Manipur state | 634 | 3.6% |
| Andhra Pradesh state | 547 | 3.1% |
| Tripura state | 413 | 2.3% |
| Bihar state | 390 | 2.2% |
| Punjab state | 389 | 2.2% |
| Maharashtra state | 323 | 1.8% |
| Other values (23) | 1744 | 9.8% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| state | 17563 | |
| jammu | 9616 | |
| and | 9616 | |
| kashmir | 9616 | |
| assam | 1581 | 2.8% |
| chhattisgarh | 1443 | 2.6% |
| pradesh | 745 | 1.3% |
| jharkhand | 679 | 1.2% |
| manipur | 634 | 1.1% |
| andhra | 547 | 1.0% |
| Other values (32) | 3767 | 6.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 59620 | |
| t | 39274 | |
| 38048 | ||
| s | 33852 | |
| m | 30444 | |
| e | 19180 | 5.6% |
| h | 18146 | 5.3% |
| r | 16296 | 4.8% |
| i | 13229 | 3.9% |
| n | 13077 | 3.8% |
| Other values (30) | 58537 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 273124 | |
| Space Separator | 38048 | 11.2% |
| Uppercase Letter | 28531 | 8.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 59620 | |
| t | 39274 | |
| s | 33852 | |
| m | 30444 | |
| e | 19180 | 7.0% |
| h | 18146 | 6.6% |
| r | 16296 | 6.0% |
| i | 13229 | 4.8% |
| n | 13077 | 4.8% |
| d | 12183 | 4.5% |
| Other values (13) | 17823 | 6.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 10295 | |
| K | 9662 | |
| A | 2176 | 7.6% |
| C | 1516 | 5.3% |
| P | 1134 | 4.0% |
| M | 1105 | 3.9% |
| B | 711 | 2.5% |
| O | 463 | 1.6% |
| T | 453 | 1.6% |
| N | 336 | 1.2% |
| Other values (6) | 680 | 2.4% |
Space Separator
| Value | Count | Frequency (%) |
| 38048 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 301655 | |
| Common | 38048 | 11.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 59620 | |
| t | 39274 | |
| s | 33852 | |
| m | 30444 | |
| e | 19180 | 6.4% |
| h | 18146 | 6.0% |
| r | 16296 | 5.4% |
| i | 13229 | 4.4% |
| n | 13077 | 4.3% |
| d | 12183 | 4.0% |
| Other values (29) | 46354 |
Common
| Value | Count | Frequency (%) |
| 38048 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 339703 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 59620 | |
| t | 39274 | |
| 38048 | ||
| s | 33852 | |
| m | 30444 | |
| e | 19180 | 5.6% |
| h | 18146 | 5.3% |
| r | 16296 | 4.8% |
| i | 13229 | 3.9% |
| n | 13077 | 3.8% |
| Other values (30) | 58537 |
adm_2
Text
| Distinct | 353 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
Length
| Max length | 37 |
|---|---|
| Median length | 30 |
| Mean length | 15.920435 |
| Min length | 7 |
Unique
| Unique | 92 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Unknown |
| 3rd row | Unknown |
| 4th row | Poonch district |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| district | 16098 | |
| unknown | 1660 | 4.7% |
| baramulla | 1275 | 3.6% |
| kupwara | 1241 | 3.5% |
| srinagar | 867 | 2.5% |
| poonch | 835 | 2.4% |
| anantnag | 828 | 2.4% |
| pulwama | 757 | 2.1% |
| doda | 670 | 1.9% |
| rajouri | 639 | 1.8% |
| Other values (355) | 10346 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 38748 | |
| t | 35486 | |
| r | 27383 | |
| a | 26165 | |
| d | 19446 | 6.9% |
| s | 17920 | 6.3% |
| 17457 | 6.2% | |
| c | 17391 | 6.2% |
| n | 12965 | 4.6% |
| u | 7871 | 2.8% |
| Other values (44) | 61899 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 246091 | |
| Uppercase Letter | 19141 | 6.8% |
| Space Separator | 17457 | 6.2% |
| Dash Punctuation | 21 | < 0.1% |
| Open Punctuation | 9 | < 0.1% |
| Close Punctuation | 9 | < 0.1% |
| Decimal Number | 2 | < 0.1% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 38748 | |
| t | 35486 | |
| r | 27383 | |
| a | 26165 | |
| d | 19446 | |
| s | 17920 | |
| c | 17391 | |
| n | 12965 | 5.3% |
| u | 7871 | 3.2% |
| o | 7296 | 3.0% |
| Other values (15) | 35420 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 2741 | |
| B | 2539 | |
| U | 2024 | |
| S | 1842 | |
| P | 1756 | |
| D | 1414 | |
| A | 1140 | 6.0% |
| R | 877 | 4.6% |
| G | 791 | 4.1% |
| W | 659 | 3.4% |
| Other values (12) | 3358 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 4 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 17457 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 21 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 9 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 9 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 265232 | |
| Common | 17499 | 6.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 38748 | |
| t | 35486 | |
| r | 27383 | |
| a | 26165 | |
| d | 19446 | 7.3% |
| s | 17920 | 6.8% |
| c | 17391 | 6.6% |
| n | 12965 | 4.9% |
| u | 7871 | 3.0% |
| o | 7296 | 2.8% |
| Other values (37) | 54561 |
Common
| Value | Count | Frequency (%) |
| 17457 | ||
| - | 21 | 0.1% |
| ( | 9 | 0.1% |
| ) | 9 | 0.1% |
| / | 1 | < 0.1% |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 282731 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 38748 | |
| t | 35486 | |
| r | 27383 | |
| a | 26165 | |
| d | 19446 | 6.9% |
| s | 17920 | 6.3% |
| 17457 | 6.2% | |
| c | 17391 | 6.2% |
| n | 12965 | 4.6% |
| u | 7871 | 2.8% |
| Other values (44) | 61899 |
latitude
Real number (ℝ)
High correlation
| Distinct | 4808 |
|---|---|
| Distinct (%) | 27.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.004885 |
| Minimum | 10.216061 |
|---|---|
| Maximum | 35.174722 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 10.216061 |
|---|---|
| 5-th percentile | 18.404942 |
| Q1 | 24.313228 |
| median | 33.10081 |
| Q3 | 33.91667 |
| 95-th percentile | 34.392806 |
| Maximum | 35.174722 |
| Range | 24.958661 |
| Interquartile range (IQR) | 9.603442 |
Descriptive statistics
| Standard deviation | 5.8982175 |
|---|---|
| Coefficient of variation (CV) | 0.20335256 |
| Kurtosis | -0.98390378 |
| Mean | 29.004885 |
| Median Absolute Deviation (MAD) | 1.297008 |
| Skewness | -0.69515721 |
| Sum | 515097.75 |
| Variance | 34.78897 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 34.080399 | 599 | 3.4% |
| 33.91667 | 578 | 3.3% |
| 34.372601 | 398 | 2.2% |
| 34.19287 | 299 | 1.7% |
| 33.10081 | 278 | 1.6% |
| 33.83333 | 263 | 1.5% |
| 34.16667 | 229 | 1.3% |
| 33.77 | 225 | 1.3% |
| 34.274824 | 213 | 1.2% |
| 27.5 | 213 | 1.2% |
| Other values (4798) | 14464 |
| Value | Count | Frequency (%) |
| 10.216061 | 1 | < 0.1% |
| 10.41667 | 2 | < 0.1% |
| 10.979356 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 11.07277 | 1 | < 0.1% |
| 11.27057 | 1 | < 0.1% |
| 11.280059 | 1 | < 0.1% |
| 11.551837 | 1 | < 0.1% |
| 11.719363 | 2 | < 0.1% |
| 12.5024 | 5 |
| Value | Count | Frequency (%) |
| 35.174722 | 1 | < 0.1% |
| 35.10685 | 7 | |
| 35.02235 | 1 | < 0.1% |
| 34.75428 | 1 | < 0.1% |
| 34.74185 | 1 | < 0.1% |
| 34.735826 | 2 | < 0.1% |
| 34.72272 | 1 | < 0.1% |
| 34.72 | 11 | |
| 34.71 | 13 | |
| 34.704549 | 2 | < 0.1% |
longitude
Real number (ℝ)
High correlation
| Distinct | 4812 |
|---|---|
| Distinct (%) | 27.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 79.835733 |
| Minimum | 65.997296 |
|---|---|
| Maximum | 96.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 65.997296 |
|---|---|
| 5-th percentile | 74.1 |
| Q1 | 74.676 |
| median | 75.517472 |
| Q3 | 84.126548 |
| 95-th percentile | 93.966667 |
| Maximum | 96.5 |
| Range | 30.502704 |
| Interquartile range (IQR) | 9.450548 |
Descriptive statistics
| Standard deviation | 6.9067055 |
|---|---|
| Coefficient of variation (CV) | 0.086511456 |
| Kurtosis | -0.4155245 |
| Mean | 79.835733 |
| Median Absolute Deviation (MAD) | 1.350179 |
| Skewness | 1.0234703 |
| Sum | 1417802.8 |
| Variance | 47.702581 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 74.823383 | 599 | 3.4% |
| 76.66667 | 578 | 3.3% |
| 74.167293 | 398 | 2.2% |
| 75.16667 | 381 | 2.1% |
| 74.3692 | 299 | 1.7% |
| 75.6497 | 278 | 1.6% |
| 74.75 | 229 | 1.3% |
| 74.1 | 225 | 1.3% |
| 74.475391 | 213 | 1.2% |
| 74.25 | 210 | 1.2% |
| Other values (4802) | 14349 |
| Value | Count | Frequency (%) |
| 65.997296 | 1 | < 0.1% |
| 71.75 | 12 | 0.1% |
| 72.294349 | 1 | < 0.1% |
| 72.296657 | 2 | < 0.1% |
| 72.334114 | 1 | < 0.1% |
| 72.440944 | 1 | < 0.1% |
| 72.561004 | 1 | < 0.1% |
| 72.592201 | 32 | |
| 72.65702 | 6 | < 0.1% |
| 72.680454 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 96.5 | 1 | < 0.1% |
| 96.34518 | 4 | |
| 96.18118 | 1 | < 0.1% |
| 96.1 | 2 | |
| 96.060668 | 1 | < 0.1% |
| 96.023765 | 1 | < 0.1% |
| 95.97406 | 2 | |
| 95.883732 | 1 | < 0.1% |
| 95.875785 | 1 | < 0.1% |
| 95.87135 | 1 | < 0.1% |
geom_wkt
Text
| Distinct | 4839 |
|---|---|
| Distinct (%) | 27.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.5 MiB |
Length
| Max length | 45 |
|---|---|
| Median length | 27 |
| Mean length | 25.472211 |
| Min length | 13 |
Unique
| Unique | 3304 ? |
|---|---|
| Unique (%) | 18.6% |
Sample
| 1st row | POINT (74.676 32.565) |
|---|---|
| 2nd row | POINT (74.676 32.565) |
| 3rd row | POINT (74.676 32.565) |
| 4th row | POINT (74.1 33.77) |
| 5th row | POINT (74.676 32.565) |
| Value | Count | Frequency (%) |
| point | 17759 | |
| 74.823383 | 599 | 1.1% |
| 34.080399 | 599 | 1.1% |
| 33.91667 | 578 | 1.1% |
| 76.66667 | 578 | 1.1% |
| 74.167293 | 398 | 0.7% |
| 34.372601 | 398 | 0.7% |
| 75.16667 | 381 | 0.7% |
| 74.3692 | 299 | 0.6% |
| 34.19287 | 299 | 0.6% |
| Other values (9621) | 31389 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 40173 | 8.9% |
| 35518 | 7.9% | |
| . | 34460 | 7.6% |
| 7 | 32244 | 7.1% |
| 6 | 28661 | 6.3% |
| 4 | 27987 | 6.2% |
| 2 | 24608 | 5.4% |
| 8 | 23655 | 5.2% |
| 9 | 23359 | 5.2% |
| 1 | 22109 | 4.9% |
| Other values (9) | 159587 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 258070 | |
| Uppercase Letter | 88795 | 19.6% |
| Space Separator | 35518 | 7.9% |
| Other Punctuation | 34460 | 7.6% |
| Open Punctuation | 17759 | 3.9% |
| Close Punctuation | 17759 | 3.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 40173 | |
| 7 | 32244 | |
| 6 | 28661 | |
| 4 | 27987 | |
| 2 | 24608 | |
| 8 | 23655 | |
| 9 | 23359 | |
| 1 | 22109 | |
| 5 | 19562 | |
| 0 | 15712 | 6.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 17759 | |
| O | 17759 | |
| P | 17759 | |
| T | 17759 | |
| N | 17759 |
Space Separator
| Value | Count | Frequency (%) |
| 35518 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 34460 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 17759 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 363566 | |
| Latin | 88795 | 19.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 40173 | |
| 35518 | ||
| . | 34460 | |
| 7 | 32244 | |
| 6 | 28661 | |
| 4 | 27987 | 7.7% |
| 2 | 24608 | 6.8% |
| 8 | 23655 | 6.5% |
| 9 | 23359 | 6.4% |
| 1 | 22109 | 6.1% |
| Other values (4) | 70792 |
Latin
| Value | Count | Frequency (%) |
| I | 17759 | |
| O | 17759 | |
| P | 17759 | |
| T | 17759 | |
| N | 17759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 452361 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 40173 | 8.9% |
| 35518 | 7.9% | |
| . | 34460 | 7.6% |
| 7 | 32244 | 7.1% |
| 6 | 28661 | 6.3% |
| 4 | 27987 | 6.2% |
| 2 | 24608 | 5.4% |
| 8 | 23655 | 5.2% |
| 9 | 23359 | 5.2% |
| 1 | 22109 | 4.9% |
| Other values (9) | 159587 |
priogrid_gid
Real number (ℝ)
High correlation
| Distinct | 481 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 171534.53 |
| Minimum | 144514 |
|---|---|
| Maximum | 180517 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 144514 |
|---|---|
| 5-th percentile | 156044 |
| Q1 | 164705 |
| median | 177629 |
| Q3 | 178354 |
| 95-th percentile | 179070 |
| Maximum | 180517 |
| Range | 36003 |
| Interquartile range (IQR) | 13649 |
Descriptive statistics
| Standard deviation | 8486.9588 |
|---|---|
| Coefficient of variation (CV) | 0.049476679 |
| Kurtosis | -0.970029 |
| Mean | 171534.53 |
| Median Absolute Deviation (MAD) | 1441 |
| Skewness | -0.70195899 |
| Sum | 3.0462817 × 109 |
| Variance | 72028470 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 179069 | 1787 | 10.1% |
| 179070 | 1581 | 8.9% |
| 178351 | 1084 | 6.1% |
| 178350 | 1028 | 5.8% |
| 178349 | 879 | 4.9% |
| 178354 | 578 | 3.3% |
| 177629 | 518 | 2.9% |
| 177632 | 513 | 2.9% |
| 177631 | 368 | 2.1% |
| 156762 | 300 | 1.7% |
| Other values (471) | 9123 |
| Value | Count | Frequency (%) |
| 144514 | 2 | |
| 144515 | 1 | |
| 145234 | 1 | |
| 145952 | 1 | |
| 145953 | 1 | |
| 145954 | 1 | |
| 145957 | 2 | |
| 146672 | 2 | |
| 146673 | 1 | |
| 148110 | 1 |
| Value | Count | Frequency (%) |
| 180517 | 1 | < 0.1% |
| 180515 | 8 | < 0.1% |
| 179794 | 18 | 0.1% |
| 179793 | 32 | 0.2% |
| 179792 | 4 | < 0.1% |
| 179791 | 3 | < 0.1% |
| 179790 | 80 | |
| 179789 | 123 | |
| 179788 | 58 | |
| 179077 | 1 | < 0.1% |
country
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| India |
|---|
Length
| Max length | 5 |
|---|---|
| Median length | 5 |
| Mean length | 5 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | India |
|---|---|
| 2nd row | India |
| 3rd row | India |
| 4th row | India |
| 5th row | India |
Common Values
| Value | Count | Frequency (%) |
| India | 17759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| india | 17759 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 17759 | |
| n | 17759 | |
| d | 17759 | |
| i | 17759 | |
| a | 17759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 71036 | |
| Uppercase Letter | 17759 | 20.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| n | 17759 | |
| d | 17759 | |
| i | 17759 | |
| a | 17759 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 88795 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 17759 | |
| n | 17759 | |
| d | 17759 | |
| i | 17759 | |
| a | 17759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 88795 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 17759 | |
| n | 17759 | |
| d | 17759 | |
| i | 17759 | |
| a | 17759 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | IND |
|---|---|
| 2nd row | IND |
| 3rd row | IND |
| 4th row | IND |
| 5th row | IND |
Common Values
| Value | Count | Frequency (%) |
| IND | 17759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ind | 17759 |
Most occurring characters
| Value | Count | Frequency (%) |
| I | 17759 | |
| N | 17759 | |
| D | 17759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Uppercase Letter | 53277 |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 17759 | |
| N | 17759 | |
| D | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 53277 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| I | 17759 | |
| N | 17759 | |
| D | 17759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53277 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| I | 17759 | |
| N | 17759 | |
| D | 17759 |
country_id
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.2 MiB |
| 750 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 750 |
|---|---|
| 2nd row | 750 |
| 3rd row | 750 |
| 4th row | 750 |
| 5th row | 750 |
Common Values
| Value | Count | Frequency (%) |
| 750 | 17759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 750 | 17759 |
Most occurring characters
| Value | Count | Frequency (%) |
| 7 | 17759 | |
| 5 | 17759 | |
| 0 | 17759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 53277 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 7 | 17759 | |
| 5 | 17759 | |
| 0 | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53277 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 7 | 17759 | |
| 5 | 17759 | |
| 0 | 17759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53277 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 7 | 17759 | |
| 5 | 17759 | |
| 0 | 17759 |
region
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| Asia |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Asia |
|---|---|
| 2nd row | Asia |
| 3rd row | Asia |
| 4th row | Asia |
| 5th row | Asia |
Common Values
| Value | Count | Frequency (%) |
| Asia | 17759 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| asia | 17759 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 17759 | |
| s | 17759 | |
| i | 17759 | |
| a | 17759 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 53277 | |
| Uppercase Letter | 17759 | 25.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 17759 | |
| i | 17759 | |
| a | 17759 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 71036 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| A | 17759 | |
| s | 17759 | |
| i | 17759 | |
| a | 17759 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 71036 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| A | 17759 | |
| s | 17759 | |
| i | 17759 | |
| a | 17759 |
event_clarity
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.2 KiB |
| 1.0 | |
|---|---|
| 2.0 | 641 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 17118 | |
| 2.0 | 641 | 3.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 17118 | |
| 2.0 | 641 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 17118 | |
| 2 | 641 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35518 | |
| Other Punctuation | 17759 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17759 | |
| 1 | 17118 | |
| 2 | 641 | 1.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53277 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 17118 | |
| 2 | 641 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53277 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 17118 | |
| 2 | 641 | 1.2% |
date_prec
Categorical
High correlation Imbalance
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.3 KiB |
| 1.0 | |
|---|---|
| 2.0 | |
| 4.0 | 164 |
| 5.0 | 130 |
| 3.0 | 50 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 5.0 |
|---|---|
| 2nd row | 5.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 15775 | |
| 2.0 | 1640 | 9.2% |
| 4.0 | 164 | 0.9% |
| 5.0 | 130 | 0.7% |
| 3.0 | 50 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 15775 | |
| 2.0 | 1640 | 9.2% |
| 4.0 | 164 | 0.9% |
| 5.0 | 130 | 0.7% |
| 3.0 | 50 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 15775 | |
| 2 | 1640 | 3.1% |
| 4 | 164 | 0.3% |
| 5 | 130 | 0.2% |
| 3 | 50 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35518 | |
| Other Punctuation | 17759 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17759 | |
| 1 | 15775 | |
| 2 | 1640 | 4.6% |
| 4 | 164 | 0.5% |
| 5 | 130 | 0.4% |
| 3 | 50 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 17759 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53277 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 15775 | |
| 2 | 1640 | 3.1% |
| 4 | 164 | 0.3% |
| 5 | 130 | 0.2% |
| 3 | 50 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53277 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| . | 17759 | |
| 0 | 17759 | |
| 1 | 15775 | |
| 2 | 1640 | 3.1% |
| 4 | 164 | 0.3% |
| 5 | 130 | 0.2% |
| 3 | 50 | 0.1% |
date_start
Date
| Distinct | 7863 |
|---|---|
| Distinct (%) | 44.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 277.5 KiB |
| Minimum | 1989-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-29 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
date_end
Date
| Distinct | 7893 |
|---|---|
| Distinct (%) | 44.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 277.5 KiB |
| Minimum | 1989-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-31 00:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
deaths_a
Real number (ℝ)
Zeros
| Distinct | 43 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.25224154 |
| Minimum | 0 |
|---|---|
| Maximum | 6.1654179 |
| Zeros | 13506 |
| Zeros (%) | 76.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1.3862944 |
| Maximum | 6.1654179 |
| Range | 6.1654179 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.52688833 |
|---|---|
| Coefficient of variation (CV) | 2.0888246 |
| Kurtosis | 9.8104778 |
| Mean | 0.25224154 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6677902 |
| Sum | 4479.5575 |
| Variance | 0.27761132 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 0 | 13506 | |
| 0.6931471806 | 2472 | 13.9% |
| 1.098612289 | 695 | 3.9% |
| 1.386294361 | 348 | 2.0% |
| 1.609437912 | 208 | 1.2% |
| 1.791759469 | 141 | 0.8% |
| 1.945910149 | 95 | 0.5% |
| 2.079441542 | 71 | 0.4% |
| 2.197224577 | 39 | 0.2% |
| 2.397895273 | 36 | 0.2% |
| Other values (33) | 148 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 13506 | |
| 0.6931471806 | 2472 | 13.9% |
| 1.098612289 | 695 | 3.9% |
| 1.386294361 | 348 | 2.0% |
| 1.609437912 | 208 | 1.2% |
| 1.791759469 | 141 | 0.8% |
| 1.945910149 | 95 | 0.5% |
| 2.079441542 | 71 | 0.4% |
| 2.197224577 | 39 | 0.2% |
| 2.302585093 | 25 | 0.1% |
| Value | Count | Frequency (%) |
| 6.165417854 | 1 | |
| 6.056784013 | 1 | |
| 5.993961427 | 1 | |
| 5.313205979 | 1 | |
| 5.153291594 | 1 | |
| 5.087596335 | 1 | |
| 4.343805422 | 1 | |
| 4.025351691 | 1 | |
| 3.988984047 | 1 | |
| 3.828641396 | 1 |
deaths_b
Real number (ℝ)
High correlation Zeros
| Distinct | 49 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.51053924 |
| Minimum | 0 |
|---|---|
| Maximum | 7.6093665 |
| Zeros | 9489 |
| Zeros (%) | 53.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.0986123 |
| 95-th percentile | 1.6094379 |
| Maximum | 7.6093665 |
| Range | 7.6093665 |
| Interquartile range (IQR) | 1.0986123 |
Descriptive statistics
| Standard deviation | 0.64486267 |
|---|---|
| Coefficient of variation (CV) | 1.2631011 |
| Kurtosis | 4.343176 |
| Mean | 0.51053924 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.4143597 |
| Sum | 9066.6664 |
| Variance | 0.41584787 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 0.6931471806 | 3624 | 20.4% |
| 1.098612289 | 2260 | 12.7% |
| 1.386294361 | 1042 | 5.9% |
| 1.609437912 | 495 | 2.8% |
| 1.791759469 | 305 | 1.7% |
| 1.945910149 | 173 | 1.0% |
| 2.079441542 | 82 | 0.5% |
| 2.197224577 | 70 | 0.4% |
| 2.302585093 | 42 | 0.2% |
| Other values (39) | 177 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 9489 | |
| 0.6931471806 | 3624 | 20.4% |
| 1.098612289 | 2260 | 12.7% |
| 1.386294361 | 1042 | 5.9% |
| 1.609437912 | 495 | 2.8% |
| 1.791759469 | 305 | 1.7% |
| 1.945910149 | 173 | 1.0% |
| 2.079441542 | 82 | 0.5% |
| 2.197224577 | 70 | 0.4% |
| 2.302585093 | 42 | 0.2% |
| Value | Count | Frequency (%) |
| 7.609366538 | 1 | |
| 7.470224136 | 1 | |
| 7.114769448 | 1 | |
| 6.452048954 | 1 | |
| 5.552959585 | 1 | |
| 5.501258211 | 1 | |
| 5.468060141 | 1 | |
| 5.424950017 | 1 | |
| 5.361292166 | 1 | |
| 5.049856007 | 1 |
deaths_civilians
Real number (ℝ)
High correlation Zeros
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30762946 |
| Minimum | 0 |
|---|---|
| Maximum | 5.805135 |
| Zeros | 12408 |
| Zeros (%) | 69.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0.69314718 |
| 95-th percentile | 1.3862944 |
| Maximum | 5.805135 |
| Range | 5.805135 |
| Interquartile range (IQR) | 0.69314718 |
Descriptive statistics
| Standard deviation | 0.56641955 |
|---|---|
| Coefficient of variation (CV) | 1.8412396 |
| Kurtosis | 8.6217787 |
| Mean | 0.30762946 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4971664 |
| Sum | 5463.1917 |
| Variance | 0.32083111 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 12408 | |
| 0.6931471806 | 3389 | 19.1% |
| 1.098612289 | 805 | 4.5% |
| 1.386294361 | 359 | 2.0% |
| 1.609437912 | 210 | 1.2% |
| 1.791759469 | 130 | 0.7% |
| 1.945910149 | 80 | 0.5% |
| 2.079441542 | 64 | 0.4% |
| 2.197224577 | 62 | 0.3% |
| 2.302585093 | 31 | 0.2% |
| Other values (53) | 221 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 12408 | |
| 0.6931471806 | 3389 | 19.1% |
| 1.098612289 | 805 | 4.5% |
| 1.386294361 | 359 | 2.0% |
| 1.609437912 | 210 | 1.2% |
| 1.791759469 | 130 | 0.7% |
| 1.945910149 | 80 | 0.5% |
| 2.079441542 | 64 | 0.4% |
| 2.197224577 | 62 | 0.3% |
| 2.302585093 | 31 | 0.2% |
| Value | Count | Frequency (%) |
| 5.805134969 | 1 | |
| 5.549076085 | 1 | |
| 5.209486153 | 1 | |
| 4.955827058 | 1 | |
| 4.94875989 | 1 | |
| 4.477336814 | 1 | |
| 4.394449155 | 1 | |
| 4.343805422 | 1 | |
| 4.317488114 | 1 | |
| 4.248495242 | 1 |
deaths_unknown
Real number (ℝ)
Zeros
| Distinct | 54 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.050611337 |
| Minimum | 0 |
|---|---|
| Maximum | 6.7990559 |
| Zeros | 17127 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 6.7990559 |
| Range | 6.7990559 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.32216394 |
|---|---|
| Coefficient of variation (CV) | 6.3654501 |
| Kurtosis | 96.967611 |
| Mean | 0.050611337 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.8242281 |
| Sum | 898.80673 |
| Variance | 0.1037896 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 17127 | |
| 0.6931471806 | 277 | 1.6% |
| 1.098612289 | 90 | 0.5% |
| 1.386294361 | 53 | 0.3% |
| 1.609437912 | 38 | 0.2% |
| 1.791759469 | 30 | 0.2% |
| 2.079441542 | 23 | 0.1% |
| 1.945910149 | 15 | 0.1% |
| 2.397895273 | 10 | 0.1% |
| 2.564949357 | 9 | 0.1% |
| Other values (44) | 87 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 17127 | |
| 0.6931471806 | 277 | 1.6% |
| 1.098612289 | 90 | 0.5% |
| 1.386294361 | 53 | 0.3% |
| 1.609437912 | 38 | 0.2% |
| 1.791759469 | 30 | 0.2% |
| 1.945910149 | 15 | 0.1% |
| 2.079441542 | 23 | 0.1% |
| 2.197224577 | 9 | 0.1% |
| 2.302585093 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6.799055862 | 1 | |
| 5.416100402 | 1 | |
| 5.347107531 | 1 | |
| 5.252273428 | 1 | |
| 5.111987788 | 1 | |
| 5.036952602 | 1 | |
| 4.976733742 | 1 | |
| 4.9698133 | 1 | |
| 4.795790546 | 1 | |
| 4.787491743 | 1 |
best
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 101 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.4047525 |
| Minimum | 0 |
|---|---|
| Maximum | 2442 |
| Zeros | 1049 |
| Zeros (%) | 5.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 8 |
| Maximum | 2442 |
| Range | 2442 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 29.348185 |
|---|---|
| Coefficient of variation (CV) | 8.6197703 |
| Kurtosis | 4402.8757 |
| Mean | 3.4047525 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 61.868341 |
| Sum | 60465 |
| Variance | 861.31595 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 8193 | |
| 2 | 3486 | |
| 3 | 1712 | 9.6% |
| 0 | 1049 | 5.9% |
| 4 | 934 | 5.3% |
| 5 | 658 | 3.7% |
| 6 | 377 | 2.1% |
| 7 | 297 | 1.7% |
| 8 | 195 | 1.1% |
| 10 | 119 | 0.7% |
| Other values (91) | 739 | 4.2% |
| Value | Count | Frequency (%) |
| 0 | 1049 | 5.9% |
| 1 | 8193 | |
| 2 | 3486 | |
| 3 | 1712 | 9.6% |
| 4 | 934 | 5.3% |
| 5 | 658 | 3.7% |
| 6 | 377 | 2.1% |
| 7 | 297 | 1.7% |
| 8 | 195 | 1.1% |
| 9 | 115 | 0.6% |
| Value | Count | Frequency (%) |
| 2442 | 1 | |
| 1956 | 1 | |
| 1629 | 1 | |
| 896 | 1 | |
| 805 | 1 | |
| 475 | 1 | |
| 331 | 1 | |
| 274 | 1 | |
| 256 | 1 | |
| 244 | 1 |
high
Real number (ℝ)
High correlation Skewed
| Distinct | 123 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.2376823 |
| Minimum | 0 |
|---|---|
| Maximum | 3226 |
| Zeros | 3 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 10 |
| Maximum | 3226 |
| Range | 3226 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 39.677917 |
|---|---|
| Coefficient of variation (CV) | 9.3631174 |
| Kurtosis | 3778.729 |
| Mean | 4.2376823 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 56.211448 |
| Sum | 75257 |
| Variance | 1574.3371 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 8514 | |
| 2 | 3660 | |
| 3 | 1831 | 10.3% |
| 4 | 995 | 5.6% |
| 5 | 712 | 4.0% |
| 6 | 438 | 2.5% |
| 7 | 330 | 1.9% |
| 8 | 226 | 1.3% |
| 10 | 139 | 0.8% |
| 9 | 131 | 0.7% |
| Other values (113) | 783 | 4.4% |
| Value | Count | Frequency (%) |
| 0 | 3 | < 0.1% |
| 1 | 8514 | |
| 2 | 3660 | |
| 3 | 1831 | 10.3% |
| 4 | 995 | 5.6% |
| 5 | 712 | 4.0% |
| 6 | 438 | 2.5% |
| 7 | 330 | 1.9% |
| 8 | 226 | 1.3% |
| 9 | 131 | 0.7% |
| Value | Count | Frequency (%) |
| 3226 | 1 | |
| 2442 | 1 | |
| 1956 | 1 | |
| 1629 | 1 | |
| 896 | 1 | |
| 805 | 1 | |
| 724 | 1 | |
| 720 | 1 | |
| 600 | 1 | |
| 416 | 1 |
low
Real number (ℝ)
High correlation Skewed Zeros
| Distinct | 95 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2853764 |
| Minimum | 0 |
|---|---|
| Maximum | 2442 |
| Zeros | 1463 |
| Zeros (%) | 8.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 277.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 8 |
| Maximum | 2442 |
| Range | 2442 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 29.197549 |
|---|---|
| Coefficient of variation (CV) | 8.8871245 |
| Kurtosis | 4494.5887 |
| Mean | 3.2853764 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 62.751819 |
| Sum | 58345 |
| Variance | 852.49689 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 7989 | |
| 2 | 3412 | |
| 3 | 1670 | 9.4% |
| 0 | 1463 | 8.2% |
| 4 | 921 | 5.2% |
| 5 | 642 | 3.6% |
| 6 | 370 | 2.1% |
| 7 | 285 | 1.6% |
| 8 | 184 | 1.0% |
| 10 | 115 | 0.6% |
| Other values (85) | 708 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 1463 | 8.2% |
| 1 | 7989 | |
| 2 | 3412 | |
| 3 | 1670 | 9.4% |
| 4 | 921 | 5.2% |
| 5 | 642 | 3.6% |
| 6 | 370 | 2.1% |
| 7 | 285 | 1.6% |
| 8 | 184 | 1.0% |
| 9 | 113 | 0.6% |
| Value | Count | Frequency (%) |
| 2442 | 1 | |
| 1956 | 1 | |
| 1629 | 1 | |
| 896 | 1 | |
| 805 | 1 | |
| 475 | 1 | |
| 274 | 1 | |
| 256 | 1 | |
| 244 | 1 | |
| 236 | 1 |
Interactions
Correlations
| active_year | adm_1 | best | conflict_dset_id | conflict_name | conflict_new_id | date_prec | deaths_a | deaths_b | deaths_civilians | deaths_unknown | dyad_dset_id | dyad_name | dyad_new_id | event_clarity | high | id | latitude | longitude | low | number_of_sources | priogrid_gid | side_a | side_a_dset_id | side_a_new_id | side_b | side_b_dset_id | side_b_new_id | type_of_violence | where_prec | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| active_year | 1.000 | 0.308 | -0.215 | -0.189 | 0.351 | -0.089 | 0.117 | -0.058 | -0.021 | -0.006 | -0.074 | -0.080 | 0.375 | -0.078 | 0.289 | -0.297 | 0.290 | -0.294 | 0.190 | -0.213 | 0.385 | -0.309 | 0.266 | -0.038 | -0.038 | 0.291 | -0.073 | -0.082 | 0.123 | -0.135 |
| adm_1 | 0.308 | 1.000 | 0.040 | 0.365 | 0.480 | 0.383 | 0.118 | 0.061 | 0.077 | 0.150 | 0.118 | 0.366 | 0.491 | 0.386 | 0.127 | 0.033 | 0.174 | 0.793 | 0.648 | 0.041 | 0.068 | 0.731 | 0.341 | 0.269 | 0.269 | 0.412 | 0.334 | 0.327 | 0.495 | 0.275 |
| best | -0.215 | 0.040 | 1.000 | 0.138 | 0.023 | -0.111 | 0.130 | 0.237 | 0.409 | 0.082 | 0.141 | 0.150 | 0.000 | -0.113 | 0.115 | 0.829 | -0.052 | 0.060 | -0.058 | 0.952 | -0.029 | 0.057 | 0.000 | -0.124 | -0.124 | 0.041 | -0.135 | 0.149 | 0.011 | 0.042 |
| conflict_dset_id | -0.189 | 0.365 | 0.138 | 1.000 | 0.998 | 0.219 | 0.072 | 0.057 | 0.354 | -0.395 | 0.117 | 0.922 | 0.998 | 0.220 | 0.094 | 0.117 | -0.039 | 0.421 | -0.159 | 0.138 | -0.006 | 0.421 | 0.846 | -0.212 | -0.212 | 0.879 | 0.018 | 0.816 | 0.642 | -0.034 |
| conflict_name | 0.351 | 0.480 | 0.023 | 0.998 | 1.000 | 0.998 | 0.148 | 0.138 | 0.152 | 0.369 | 0.232 | 0.953 | 1.000 | 0.961 | 0.166 | 0.012 | 0.294 | 0.575 | 0.565 | 0.024 | 0.116 | 0.546 | 0.999 | 0.998 | 0.998 | 0.847 | 0.870 | 0.838 | 0.998 | 0.223 |
| conflict_new_id | -0.089 | 0.383 | -0.111 | 0.219 | 0.998 | 1.000 | 0.072 | -0.328 | -0.336 | 0.506 | 0.072 | -0.074 | 0.998 | 0.986 | 0.092 | -0.068 | -0.055 | 0.038 | 0.150 | -0.126 | -0.087 | 0.047 | 0.862 | 0.810 | 0.810 | 0.787 | 0.920 | -0.195 | 0.690 | -0.063 |
| date_prec | 0.117 | 0.118 | 0.130 | 0.072 | 0.148 | 0.072 | 1.000 | 0.112 | 0.144 | 0.071 | 0.165 | 0.074 | 0.150 | 0.069 | 0.601 | 0.135 | 0.068 | 0.080 | 0.081 | 0.122 | 0.033 | 0.079 | 0.119 | 0.087 | 0.087 | 0.141 | 0.026 | 0.082 | 0.096 | 0.138 |
| deaths_a | -0.058 | 0.061 | 0.237 | 0.057 | 0.138 | -0.328 | 0.112 | 1.000 | -0.194 | -0.250 | -0.024 | 0.162 | 0.147 | -0.328 | 0.117 | 0.181 | 0.001 | 0.040 | -0.041 | 0.239 | 0.013 | 0.046 | 0.107 | -0.304 | -0.304 | 0.152 | -0.366 | 0.182 | 0.242 | -0.030 |
| deaths_b | -0.021 | 0.077 | 0.409 | 0.354 | 0.152 | -0.336 | 0.144 | -0.194 | 1.000 | -0.511 | -0.114 | 0.453 | 0.153 | -0.327 | 0.213 | 0.315 | -0.029 | 0.194 | -0.178 | 0.409 | 0.040 | 0.179 | 0.125 | -0.515 | -0.515 | 0.159 | -0.360 | 0.508 | 0.268 | 0.053 |
| deaths_civilians | -0.006 | 0.150 | 0.082 | -0.395 | 0.369 | 0.506 | 0.071 | -0.250 | -0.511 | 1.000 | -0.085 | -0.575 | 0.368 | 0.496 | 0.101 | -0.002 | 0.010 | -0.145 | 0.127 | 0.052 | -0.012 | -0.137 | 0.363 | 0.659 | 0.659 | 0.257 | 0.590 | -0.643 | 0.547 | -0.061 |
| deaths_unknown | -0.074 | 0.118 | 0.141 | 0.117 | 0.232 | 0.072 | 0.165 | -0.024 | -0.114 | -0.085 | 1.000 | 0.127 | 0.231 | 0.069 | 0.234 | 0.127 | 0.008 | -0.053 | 0.015 | 0.129 | -0.022 | -0.047 | 0.211 | 0.093 | 0.093 | 0.215 | -0.003 | 0.128 | 0.250 | -0.009 |
| dyad_dset_id | -0.080 | 0.366 | 0.150 | 0.922 | 0.953 | -0.074 | 0.074 | 0.162 | 0.453 | -0.575 | 0.127 | 1.000 | 0.998 | -0.050 | 0.093 | 0.110 | -0.017 | 0.309 | -0.119 | 0.154 | 0.031 | 0.305 | 0.767 | -0.461 | -0.461 | 0.880 | -0.260 | 0.922 | 0.653 | -0.028 |
| dyad_name | 0.375 | 0.491 | 0.000 | 0.998 | 1.000 | 0.998 | 0.150 | 0.147 | 0.153 | 0.368 | 0.231 | 0.998 | 1.000 | 0.998 | 0.167 | 0.000 | 0.304 | 0.587 | 0.571 | 0.000 | 0.119 | 0.557 | 0.999 | 0.998 | 0.998 | 0.999 | 0.998 | 0.998 | 0.998 | 0.228 |
| dyad_new_id | -0.078 | 0.386 | -0.113 | 0.220 | 0.961 | 0.986 | 0.069 | -0.328 | -0.327 | 0.496 | 0.069 | -0.050 | 0.998 | 1.000 | 0.091 | -0.071 | -0.056 | 0.027 | 0.162 | -0.128 | -0.083 | 0.036 | 0.842 | 0.796 | 0.796 | 0.747 | 0.923 | -0.170 | 0.673 | -0.060 |
| event_clarity | 0.289 | 0.127 | 0.115 | 0.094 | 0.166 | 0.092 | 0.601 | 0.117 | 0.213 | 0.101 | 0.234 | 0.093 | 0.167 | 0.091 | 1.000 | 0.130 | 0.075 | 0.069 | 0.106 | 0.108 | 0.043 | 0.072 | 0.137 | 0.094 | 0.094 | 0.160 | 0.037 | 0.100 | 0.094 | 0.332 |
| high | -0.297 | 0.033 | 0.829 | 0.117 | 0.012 | -0.068 | 0.135 | 0.181 | 0.315 | -0.002 | 0.127 | 0.110 | 0.000 | -0.071 | 0.130 | 1.000 | -0.080 | 0.074 | -0.041 | 0.786 | -0.091 | 0.075 | 0.000 | -0.072 | -0.072 | 0.032 | -0.095 | 0.104 | 0.019 | 0.116 |
| id | 0.290 | 0.174 | -0.052 | -0.039 | 0.294 | -0.055 | 0.068 | 0.001 | -0.029 | 0.010 | 0.008 | -0.017 | 0.304 | -0.056 | 0.075 | -0.080 | 1.000 | -0.010 | -0.072 | -0.046 | 0.412 | -0.014 | 0.214 | -0.017 | -0.017 | 0.258 | -0.055 | -0.017 | 0.246 | -0.072 |
| latitude | -0.294 | 0.793 | 0.060 | 0.421 | 0.575 | 0.038 | 0.080 | 0.040 | 0.194 | -0.145 | -0.053 | 0.309 | 0.587 | 0.027 | 0.069 | 0.074 | -0.010 | 1.000 | -0.719 | 0.072 | 0.095 | 0.983 | 0.383 | -0.183 | -0.183 | 0.489 | 0.029 | 0.321 | 0.308 | -0.052 |
| longitude | 0.190 | 0.648 | -0.058 | -0.159 | 0.565 | 0.150 | 0.081 | -0.041 | -0.178 | 0.127 | 0.015 | -0.119 | 0.571 | 0.162 | 0.106 | -0.041 | -0.072 | -0.719 | 1.000 | -0.081 | -0.214 | -0.680 | 0.377 | 0.217 | 0.217 | 0.478 | 0.103 | -0.173 | 0.293 | 0.118 |
| low | -0.213 | 0.041 | 0.952 | 0.138 | 0.024 | -0.126 | 0.122 | 0.239 | 0.409 | 0.052 | 0.129 | 0.154 | 0.000 | -0.128 | 0.108 | 0.786 | -0.046 | 0.072 | -0.081 | 1.000 | -0.033 | 0.068 | 0.000 | -0.142 | -0.142 | 0.042 | -0.150 | 0.165 | 0.010 | 0.045 |
| number_of_sources | 0.385 | 0.068 | -0.029 | -0.006 | 0.116 | -0.087 | 0.033 | 0.013 | 0.040 | -0.012 | -0.022 | 0.031 | 0.119 | -0.083 | 0.043 | -0.091 | 0.412 | 0.095 | -0.214 | -0.033 | 1.000 | 0.084 | 0.109 | -0.090 | -0.090 | 0.069 | -0.078 | 0.035 | 0.038 | -0.104 |
| priogrid_gid | -0.309 | 0.731 | 0.057 | 0.421 | 0.546 | 0.047 | 0.079 | 0.046 | 0.179 | -0.137 | -0.047 | 0.305 | 0.557 | 0.036 | 0.072 | 0.075 | -0.014 | 0.983 | -0.680 | 0.068 | 0.084 | 1.000 | 0.356 | -0.176 | -0.176 | 0.464 | 0.038 | 0.317 | 0.289 | -0.060 |
| side_a | 0.266 | 0.341 | 0.000 | 0.846 | 0.999 | 0.862 | 0.119 | 0.107 | 0.125 | 0.363 | 0.211 | 0.767 | 0.999 | 0.842 | 0.137 | 0.000 | 0.214 | 0.383 | 0.377 | 0.000 | 0.109 | 0.356 | 1.000 | 0.999 | 0.999 | 0.577 | 0.628 | 0.639 | 0.971 | 0.162 |
| side_a_dset_id | -0.038 | 0.269 | -0.124 | -0.212 | 0.998 | 0.810 | 0.087 | -0.304 | -0.515 | 0.659 | 0.093 | -0.461 | 0.998 | 0.796 | 0.094 | -0.072 | -0.017 | -0.183 | 0.217 | -0.142 | -0.090 | -0.176 | 0.999 | 1.000 | 1.000 | 0.796 | 0.757 | -0.614 | 0.430 | -0.033 |
| side_a_new_id | -0.038 | 0.269 | -0.124 | -0.212 | 0.998 | 0.810 | 0.087 | -0.304 | -0.515 | 0.659 | 0.093 | -0.461 | 0.998 | 0.796 | 0.094 | -0.072 | -0.017 | -0.183 | 0.217 | -0.142 | -0.090 | -0.176 | 0.999 | 1.000 | 1.000 | 0.796 | 0.757 | -0.614 | 0.430 | -0.033 |
| side_b | 0.291 | 0.412 | 0.041 | 0.879 | 0.847 | 0.787 | 0.141 | 0.152 | 0.159 | 0.257 | 0.215 | 0.880 | 0.999 | 0.747 | 0.160 | 0.032 | 0.258 | 0.489 | 0.478 | 0.042 | 0.069 | 0.464 | 0.577 | 0.796 | 0.796 | 1.000 | 0.999 | 0.999 | 0.996 | 0.181 |
| side_b_dset_id | -0.073 | 0.334 | -0.135 | 0.018 | 0.870 | 0.920 | 0.026 | -0.366 | -0.360 | 0.590 | -0.003 | -0.260 | 0.998 | 0.923 | 0.037 | -0.095 | -0.055 | 0.029 | 0.103 | -0.150 | -0.078 | 0.038 | 0.628 | 0.757 | 0.757 | 0.999 | 1.000 | -0.301 | 0.744 | -0.046 |
| side_b_new_id | -0.082 | 0.327 | 0.149 | 0.816 | 0.838 | -0.195 | 0.082 | 0.182 | 0.508 | -0.643 | 0.128 | 0.922 | 0.998 | -0.170 | 0.100 | 0.104 | -0.017 | 0.321 | -0.173 | 0.165 | 0.035 | 0.317 | 0.639 | -0.614 | -0.614 | 0.999 | -0.301 | 1.000 | 0.499 | -0.018 |
| type_of_violence | 0.123 | 0.495 | 0.011 | 0.642 | 0.998 | 0.690 | 0.096 | 0.242 | 0.268 | 0.547 | 0.250 | 0.653 | 0.998 | 0.673 | 0.094 | 0.019 | 0.246 | 0.308 | 0.293 | 0.010 | 0.038 | 0.289 | 0.971 | 0.430 | 0.430 | 0.996 | 0.744 | 0.499 | 1.000 | 0.134 |
| where_prec | -0.135 | 0.275 | 0.042 | -0.034 | 0.223 | -0.063 | 0.138 | -0.030 | 0.053 | -0.061 | -0.009 | -0.028 | 0.228 | -0.060 | 0.332 | 0.116 | -0.072 | -0.052 | 0.118 | 0.045 | -0.104 | -0.060 | 0.162 | -0.033 | -0.033 | 0.181 | -0.046 | -0.018 | 0.134 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| id | relid | year | active_year | code_status | type_of_violence | conflict_dset_id | conflict_new_id | conflict_name | dyad_dset_id | dyad_new_id | dyad_name | side_a_dset_id | side_a_new_id | side_a | side_b_dset_id | side_b_new_id | side_b | number_of_sources | source_article | source_original | where_prec | where_coordinates | where_description | adm_1 | adm_2 | latitude | longitude | geom_wkt | priogrid_gid | country | iso3 | country_id | region | event_clarity | date_prec | date_start | date_end | deaths_a | deaths_b | deaths_civilians | deaths_unknown | best | high | low | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 71629 | IND-1989-1-345-0 | 1989 | 1989 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | AGGREGATION | AGGREGATION EVENT | 5.0 | LoC | India - Pakistan border | Unknown | Unknown | 32.56500 | 74.67600 | POINT (74.676 32.565) | 176910 | India | IND | 750 | Asia | 1.0 | 5.0 | 1989-01-01 | 1989-12-31 | 0.000000 | 0.000000 | 0.0 | 3.258097 | 25 | 25 | 25 |
| 2 | 71630 | IND-1990-1-345-0 | 1990 | 1990 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | AGGREGATION | AGGREGATION EVENT | 5.0 | LoC | India - Pakistan border | Unknown | Unknown | 32.56500 | 74.67600 | POINT (74.676 32.565) | 176910 | India | IND | 750 | Asia | 2.0 | 5.0 | 1990-01-01 | 1990-12-31 | 0.000000 | 0.000000 | 0.0 | 2.890372 | 17 | 6 | 17 |
| 3 | 59216 | PAK-1990-1-345-1 | 1990 | 1990 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Reuters 13/4 1990 | United News of India | 5.0 | LoC | Kashmir no-man's-land | Unknown | Unknown | 32.56500 | 74.67600 | POINT (74.676 32.565) | 176910 | India | IND | 750 | Asia | 1.0 | 1.0 | 1990-04-13 | 1990-04-13 | 0.693147 | 1.791759 | 0.0 | 0.000000 | 6 | 6 | 6 |
| 4 | 59218 | PAK-1990-1-345-2 | 1990 | 1990 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Reuters 21/4 1990, 22/4 1990 | Press Trust of India | 3.0 | Poonch district | Baglairdara | Jammu and Kashmir state | Poonch district | 33.77000 | 74.10000 | POINT (74.1 33.77) | 178349 | India | IND | 750 | Asia | 1.0 | 1.0 | 1990-04-21 | 1990-04-21 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0 | 4 | 0 |
| 5 | 59247 | PAK-1990-1-345-3 | 1990 | 1990 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Reuters 6/5 1990 | Indian officials | 5.0 | LoC | Kashmir no-man's-land | Unknown | Unknown | 32.56500 | 74.67600 | POINT (74.676 32.565) | 176910 | India | IND | 750 | Asia | 1.0 | 1.0 | 1990-05-06 | 1990-05-06 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0 | 2 | 0 |
| 6 | 59413 | PAK-1990-1-345-4 | 1990 | 1990 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Reuters 14/5 1990, 15/5 1990 | Press Trust of India / Pakistan army spokesman Brigadier Riaz Ullah | 3.0 | Poonch district | Punch district | Jammu and Kashmir state | Poonch district | 33.77000 | 74.10000 | POINT (74.1 33.77) | 178349 | India | IND | 750 | Asia | 1.0 | 1.0 | 1990-05-14 | 1990-05-14 | 0.000000 | 1.098612 | 0.0 | 0.000000 | 2 | 7 | 0 |
| 7 | 59506 | PAK-1991-1-345-3 | 1991 | 1991 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Reuters 18/5 1991, The Independent 6/6 1991 "Kashmiris flee as summerbrings warwith Indian troops on border | Pakistani newspapers | 4.0 | Jammu and Kashmir state | Kashmir | Jammu and Kashmir state | Unknown | 33.91667 | 76.66667 | POINT (76.66667 33.91667) | 178354 | India | IND | 750 | Asia | 2.0 | 5.0 | 1991-06-05 | 1991-11-01 | 0.000000 | 0.000000 | 0.0 | 0.000000 | 0 | 90 | 0 |
| 8 | 372975 | IND-1991-1-422-1 | 1991 | 1991 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | 1 | "Reuters News,1991-06-09,INDIAN SOLDIER KILLED IN CLASH WITH PAKISTANI TROOPS." | an Indian defence ministry spokesman | 4.0 | Jammu and Kashmir state | Kashmir region | Jammu and Kashmir state | Unknown | 33.91667 | 76.66667 | POINT (76.66667 33.91667) | 178354 | India | IND | 750 | Asia | 1.0 | 1.0 | 1991-06-07 | 1991-06-07 | 0.693147 | 0.000000 | 0.0 | 0.000000 | 1 | 1 | 1 |
| 9 | 54312 | PAK-1991-1-345-10 | 1991 | 1991 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Reuters 27/8 1991 | Indian army sources | 4.0 | Jammu and Kashmir state | Kashmir | Jammu and Kashmir state | Unknown | 33.91667 | 76.66667 | POINT (76.66667 33.91667) | 178354 | India | IND | 750 | Asia | 2.0 | 2.0 | 1991-08-23 | 1991-08-27 | 1.098612 | 0.000000 | 0.0 | 0.000000 | 2 | 2 | 2 |
| 10 | 54839 | PAK-1991-1-345-2 | 1991 | 1991 | Clear | 1.0 | 218 | 218 | India - Pakistan | 422 | 422 | Government of India - Government of Pakistan | 141 | 141 | Government of India | 142 | 142 | Government of Pakistan | -1 | Agence Europe 4/9 1991 "Border Cease-fire Agreement Signed with Pakistan | Unknown | 4.0 | Jammu and Kashmir state | Kashmir | Jammu and Kashmir state | Unknown | 33.91667 | 76.66667 | POINT (76.66667 33.91667) | 178354 | India | IND | 750 | Asia | 2.0 | 4.0 | 1991-08-26 | 1991-09-03 | 0.000000 | 0.000000 | 0.0 | 3.931826 | 50 | 50 | 50 |
| id | relid | year | active_year | code_status | type_of_violence | conflict_dset_id | conflict_new_id | conflict_name | dyad_dset_id | dyad_new_id | dyad_name | side_a_dset_id | side_a_new_id | side_a | side_b_dset_id | side_b_new_id | side_b | number_of_sources | source_article | source_original | where_prec | where_coordinates | where_description | adm_1 | adm_2 | latitude | longitude | geom_wkt | priogrid_gid | country | iso3 | country_id | region | event_clarity | date_prec | date_start | date_end | deaths_a | deaths_b | deaths_civilians | deaths_unknown | best | high | low | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17750 | 422047 | IND-2021-1-14685-5 | 2021 | 2021 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 2 | "Press Trust of India,2021-11-15,Three NSCN-K rebels shot dead by Assam Rifles in Arunachal";"SATP,2021-11-15,On November 15, three militants belonging to the Yung Aung faction of the National Socialist Council of Nagaland-Khaplang (NSCN-KYA) were killed in an encounter in Longding District of Arunachal Pradesh." | Longding Deputy Commissioner Bani Lego | 1.0 | Khogla village | Khogla Village in Wakka Circle, Arunachal Pradesh’s Longding district. | Arunachal Pradesh state | Longding district | 26.846762 | 95.450524 | POINT (95.450524 26.846762) | 168311 | India | IND | 750 | Asia | 1.0 | 1.0 | 2021-11-15 | 2021-11-15 | 0.000000 | 1.386294 | 0.000000 | 0.000000 | 3 | 3 | 3 |
| 17751 | 424179 | IND-2021-1-14685-7 | 2021 | 2021 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 3 | "Assam Tribune,2021-12-05,Security forces kill 14 civilians in Nagaland";"The Pioneer,2021-12-06,14 civilians killed in Nagaland";"The Telegraph,2021-12-07,Amit Shah repents loss of lives in Nagaland killings" | police; Home Minister Amit Shah | 2.0 | Otting village | a place between Tiru and Oting villages under Tizit subdivision of Mon district of Nagaland | Nagaland state | Mon district | 26.844785 | 94.957102 | POINT (94.957102 26.844785) | 168310 | India | IND | 750 | Asia | 1.0 | 1.0 | 2021-12-04 | 2021-12-04 | 0.000000 | 0.000000 | 2.197225 | 0.000000 | 8 | 8 | 6 |
| 17752 | 427729 | IND-2022-1-14685-0 | 2022 | 2022 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 3 | "Press Trust of India,2022-01-05,Assam Rifles jawan killed, another injured in bomb attack";"SATP,2022-01-05,On January 5, one jawan identified as Rifleman L Wangshu of 16 Assam Rifles (AR) was killed in an Improvised Explosive device (IED) blast";"Crisis Watch,2022-01-31,India JANUARY 2022" | police official; PREPAK-pro | 2.0 | Thoubal town | near a reservoir of the Sangomsang Water Supply works, Waithou Sangomsang in Thoubal district\n/ Lilong Ushoipokpi Sangomsang along the Imphal-Moreh Road | Manipur state | Thoubal district | 24.643270 | 93.997412 | POINT (93.997412 24.64327) | 165428 | India | IND | 750 | Asia | 1.0 | 1.0 | 2022-01-05 | 2022-01-05 | 0.693147 | 0.000000 | 0.000000 | 0.000000 | 1 | 1 | 1 |
| 17753 | 443950 | IND-2022-1-14685-1 | 2022 | 2022 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 1 | "SATP,2022-07-01,On July 1, one United Liberation Front of Asom-Independent (ULFA-I) militant was killed in an ongoing encounter in Kakopathar area" | officials | 2.0 | Kakopathar town | Kakopathar area of Tinsukia District in Assam | Assam state | Tinsukia district | 27.639795 | 95.671135 | POINT (95.671135 27.639795) | 169752 | India | IND | 750 | Asia | 1.0 | 1.0 | 2022-07-01 | 2022-07-01 | 0.000000 | 0.693147 | 0.000000 | 0.000000 | 1 | 1 | 1 |
| 17754 | 466230 | IND-2023-1-14685-0 | 2023 | 2023 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 2 | "Press Trust of India,2023-02-09,ULFA(I) militant killed in encounter in Assam";"SATP,2023-02-10,February - 9" | Police spokesman | 2.0 | Malu Gaon village, Margherita sub-district | Malugaon area in Assam’s Tinsukia district \nTikak Mulung Parbat near Margherita town in Tinsukia District of Assam | Assam state | Tinsukia district | 27.283939 | 95.744168 | POINT (95.744168 27.283939) | 169032 | India | IND | 750 | Asia | 1.0 | 1.0 | 2023-02-09 | 2023-02-09 | 0.000000 | 0.693147 | 0.000000 | 0.000000 | 1 | 1 | 1 |
| 17755 | 474473 | IND-2023-1-14685-5 | 2023 | 2023 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 2 | "Press Trust of India,2023-04-24,Two KLO militants killed, 4 held in Assam: Police";"SATP,2023-04-24,April - 24" | Assam Police | 2.0 | Chakrashila Hill forest reserve, Kokrajhar district | in Chakrashila hill and surrounding jungle in Assam's Kokrajhar district | Assam state | Kokrajhar district | 26.331526 | 90.339379 | POINT (90.339379 26.331526) | 167581 | India | IND | 750 | Asia | 1.0 | 1.0 | 2023-04-24 | 2023-04-24 | 0.000000 | 1.098612 | 0.000000 | 0.000000 | 2 | 2 | 2 |
| 17756 | 487548 | IND-2023-1-14685-6 | 2023 | 2023 | Clear | 1.0 | 13653 | 13653 | India: Western South East Asia | 14685 | 14685 | Government of India - UNLFW | 141 | 141 | Government of India | 6320 | 6320 | UNLFW | 1 | "Press Trust of India,2023-08-10,Hardcore NSCN-K operative killed, one arrested in Arunachal" | senior police official, Tirop SP Rahul Gupta | 2.0 | Hukanjuri Village | an area close to Hukanjuri in Arunachal Pradesh’s Tirap district | Arunachal Pradesh state | Tirap district | 27.110616 | 95.463553 | POINT (95.463553 27.110616) | 169031 | India | IND | 750 | Asia | 1.0 | 1.0 | 2023-08-10 | 2023-08-10 | 0.000000 | 0.693147 | 0.000000 | 0.000000 | 1 | 1 | 1 |
| 17757 | 95591 | IND-1993-2-15181-0 | 1993 | 1993 | Clear | 2.0 | 15181 | 14003 | Meitei - Pangal | 15181 | 15181 | Meitei - Pangal | 2907 | 2907 | Meitei | 6779 | 6779 | Pangal | 2 | "New York Times ,1993-05-04,Hindu-Muslim Rioting Is Fatal to 25 in India";"South Asia Terrorism Portal,2017-09-19,People's United Liberation Front" | said Manipur state police chief Alfred Liddle | 3.0 | Imphal district | northeast Indian state of Manipur | Manipur state | Imphal district | 24.966667 | 93.550000 | POINT (93.55 24.966667) | 165428 | India | IND | 750 | Asia | 1.0 | 1.0 | 1993-05-03 | 1993-05-03 | 0.000000 | 0.000000 | 0.000000 | 3.258097 | 25 | 40 | 25 |
| 17758 | 95592 | IND-1993-2-15181-1 | 1993 | 1993 | Clear | 2.0 | 15181 | 14003 | Meitei - Pangal | 15181 | 15181 | Meitei - Pangal | 2907 | 2907 | Meitei | 6779 | 6779 | Pangal | 2 | "New York Times ,1993-05-04,Hindu-Muslim Rioting Is Fatal to 25 in India";"South Asia Terrorism Portal,2017-09-19,People's United Liberation Front" | police | 3.0 | Imphal district | Manipur | Manipur state | Imphal district | 24.966667 | 93.550000 | POINT (93.55 24.966667) | 165428 | India | IND | 750 | Asia | 1.0 | 1.0 | 1993-05-04 | 1993-05-04 | 0.000000 | 0.000000 | 0.000000 | 4.454347 | 85 | 85 | 85 |
| 17759 | 95595 | IND-1993-2-15181-2 | 1993 | 1993 | Clear | 2.0 | 15181 | 14003 | Meitei - Pangal | 15181 | 15181 | Meitei - Pangal | 2907 | 2907 | Meitei | 6779 | 6779 | Pangal | 2 | "New York Times ,1993-05-04,Hindu-Muslim Rioting Is Fatal to 25 in India";"South Asia Terrorism Portal,2017-09-19,People's United Liberation Front" | police | 3.0 | Imphal district | Manipur | Manipur state | Imphal district | 24.966667 | 93.550000 | POINT (93.55 24.966667) | 165428 | India | IND | 750 | Asia | 1.0 | 1.0 | 1993-05-06 | 1993-05-06 | 0.000000 | 0.000000 | 0.000000 | 2.995732 | 19 | 19 | 19 |